Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
CinemaSins breaks down every laughable plot twist and CGI hiccup in the new KPop Demon Hunters movie, running through their trademark “sins” in under 16 minutes of snarky commentary.
Along the way they shout out their main site (cinemasins.com), offer a poll, Patreon link and a host of social channels (Twitter, Instagram, TikTok, Discord, Reddit), and introduce their small but mighty team of writers.
Watch on YouTube
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Easy-to-Understand
What Is HybridTree Korean-backend AGI?
Why the Korean Backend Matters
Example of Korean’s compact semantic–emotional structure
What HybridTree Korean-backend AGI Can Be Used For
How It Differs From Traditional LLMs
Why This Matters for the Future
Final Summary
HybridTree Korean-backend AGI vs Traditional LLMs:
HybridTree introduces a Korean semantic–emotional backend that processes meaning, nuance, and context as a unified cognitive unit.
1) Language-Structural Differences (Cognitive Core Layer)
-Language Type
-Expression Density
-Ambiguity Resolution
-Emotional Encoding
-Micro-context Awareness
2) Algorithmic / Engine-Level Differences
-Input Transformation
-Reasoning Mode
-Branching Thought
-Energy Efficiency
-Noise Sensitivity
3) Performance & Applicati…
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As someone who works directly with businesses juggling lots of smartphones and tablets, I've tried my fair share of mobile device management (MDM) solutions-especially for mixed Android and iOS fleets. Managing all those devices never gets any easier, and keeping them secure, compliant, and easy to use is critical for everyone from law firms to engineering startups. I wanted to see which MDM tools actually worked in real-world business settings and which ones caused more headaches than they solved.
Please note: This content utilizes AI writing technology and may include businesses I'm affiliated with.
So I spent weeks hands-on with the top MDM providers for 2025. I didn’t just look at feature lists-I put each one to work in realistic onboarding, app management, compliance, and support scen…
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Deploying a Next.js application to an AWS EC2 instance is a common production pathway for modern web apps. However, while the deployment process looks straightforward, developers often encounter issues with SSH access, Linux permissions, missing libraries, Nginx conflicts, and more.
This guide outlines a clean, step-by-step method to deploy a Next.js frontend to an Ubuntu EC2 instance—along with the most common errors you may encounter and how to resolve them.
Infrastructure Overview
Cloud Platform: AWS EC2 (Ubuntu)
Frontend: Next.js (React)
Runtime: Node.js (installed via NVM)
Process Manager: PM2
Reverse Proxy: Nginx
Local Machine: Windows (with WSL Ubuntu terminal)
Step 1: Connect to EC2 via SSH
After launching the EC2 instance, the first task is to connect through SSH using your .pem k…
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‘Two for the Money’ Rewatchables
Bill Simmons, Chris Ryan, and Cousin Sal fire up their favorite Monday-night parlay to revisit the 2005 sports thriller Two for the Money (starring Matthew McConaughey, Al Pacino, and Rene Russo). They break down all the high-stakes betting scenes, debate the most rewatchable moments, and slot the film into their signature Rewatchables categories.
Along the way they serve up their usual pop-culture banter—complete with a cold open, handy segment timestamps, and even a few sponsor plugs—while dissecting what makes this Hollywood depiction of sports gambling a must-revisit.
Watch on YouTube
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Everything Wrong With Mission: Impossible – The Final Reckoning
CinemaSins just dropped their “Everything Wrong With” roast of Mission: Impossible – The Final Reckoning, poking fun at Tom Cruise’s death-defying stunts and lamenting that the once-spotless series might’ve lost its way in these last couple of films.
They’ve packed the description with links to their site, YouTube channels (TVSins, CommercialSins, CinemaSins Podcast Network), socials, a sinful poll, Patreon support, and even shout-outs to their writing crew. Dive in for the nitpicks, then head to their Linktree for more sins and shenanigans!
Watch on YouTube
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Disney’s in a bit of a pickle – after Marvel and Star Wars misfires and new titles like Wish and Elio fizzling, The Weekly Planet is gearing up for a four-week shame parade of Disney’s biggest live-action bombs.
First up: 2010’s The Sorcerer’s Apprentice, featuring Nicolas Cage, magic tricks galore, a giant bird, and enough head-scratching moments to fill a kingdom. Dive into the video for all the glorious cringe.
Watch on YouTube
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Core Problem Statement
GraphBit targets the hard parts of building reliable, scalable, and maintainable AI-powered workflows. It addresses:
Orchestrating multi-step AI tasks with clear data dependencies and parallelism
Integrating multiple LLM providers without lock-in
Making LLM agents safely call tools and incorporate tool results
Running workflows with production-grade resilience under variable load and flaky networks
Giving Python developers a simple API while leveraging a high-performance runtime
In short: GraphBit turns agentic AI from ad-hoc scripts into robust, dependency-aware workflows that can run reliably in production.
Developer Pain Points
Fragmented orchestration
Hand-rolled “call A then B” glue code; no graph-level validation or parallelism
Brittle context passi…
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Unlocking Algorithmic Elegance: AI's Blind Spot and the Power of Evolutionary Mappings
Imagine needing to translate between two languages, not word-for-word, but conceptually. Or optimizing a complex supply chain where seemingly unrelated actions perfectly balance each other. These scenarios highlight a fundamental challenge: finding the perfect one-to-one mapping between distinct entities – a bijection. While AI excels at many tasks, discovering these elegant algorithmic relationships often remains stubbornly difficult.
The core idea is to leverage a collaborative approach where AI generates possible solutions (as functional code), and then an evolutionary algorithm intelligently refines them. Think of it like breeding algorithms for speed and efficiency. The evolutionary process introd…
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Executive Summary
In event-driven and distributed architectures, preserving the order of messages is critical for maintaining state consistency, processing accuracy, and system reliability. Google Cloud Pub/Sub offers ordering keys to ensure that messages with the same key are delivered in the order they were published. However, this feature does not always ensure in-order delivery at the subscriber level, which is particularly critical for platforms where sequence integrity is vital (e.g., financial systems, event sequencing). This paper outlines the causes behind unordered message reception of Google Pub/Sub despite the use of ordering keys and outlines a practical solution involving subscriber-side message sorting to enforce the expected message sequence.
Google Cloud Pub/Sub is a w…
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We are welcoming you to our weekly digest! Here, we discuss the latest trends and advancements in account abstraction, chain abstraction and everything related, as well as bring some insights from Etherspot’s kitchen.
The latest news we'll cover:
Ethereum Shares New Details On Its New Interop Layer
Sequence Launches Trails to Simplify Crypto Payments
Vitalik Presents Updated Ethereum Roadmap at Devconnect
Why EIP-7702 Infra Matters and How Developers Can Integrate It
Please fasten your belts!
Ethereum has released new information on its planned interoperability layer (EIL), a major component of its long-term roadmap aimed at enabling seamless communication between Layer 1, Layer 2 rollups, and external ecosystems. The Defiant reports that the update expands on earlier research proposals an…
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On this episode of The Rewatchables, Bill Simmons, Chris Ryan, and Cousin Sal dive back into the 2005 sports-betting thriller Two for the Money, breaking down the film’s biggest plays, favorite cold open, and the most rewatchable moment.
They zip through their signature segments—Cold Open, Sports Betting Breakdown, Most Rewatchable Scene, and The Categories—while producers Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo keep the pace tight. With Subaru’s Share the Love and State Farm sponsorships in the mix, it’s a must-listen for movie buffs and gambling junkies alike.
Watch on YouTube
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Probabilistic Graph Neural Inference for bio-inspired soft robotics maintenance in hybrid quantum-classical pipelines
It was during a late-night research session, while studying octopus locomotion patterns for a bio-inspired robotics project, that I had my breakthrough moment. I'd been struggling with predicting maintenance needs for our soft robotic actuators when I realized the fundamental limitation: traditional neural networks were treating each component as independent, ignoring the intricate dependencies and probabilistic relationships that govern biological systems. This realization led me down a fascinating path of exploring probabilistic graph neural networks (PGNNs) and their integration with quantum computing for predictive maintenance.
During my investigation of octopus arm c…
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Shipping reliable LLM-powered applications demands more than traditional monitoring. Agentic systems introduce autonomy, reasoning, and multi-step decision-making across tools and services—making transparency and accountability essential. This guide reframes AI agent observability for engineering and product teams building chatbots, copilot experiences, RAG pipelines, and multi-agent workflows, drawing only from Maxim AI sources and the core practices outlined in the original article.
LLM applications are non-deterministic and operate across complex execution paths—prompting, retrieval, reasoning, tool calls, and multi-agent coordination. Observability must extend beyond CPU/memory charts to capture agent behaviors, including reasoning quality, tool usage, token economics, and decision tra…
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Le secteur technologique africain connaît une croissance rapide, avec une génération de développeurs talentueux, créatifs et exposés aux outils les plus modernes. Pourtant, un paradoxe persiste : les pratiques de recrutement restent ancrées dans des approches obsolètes qui ne reflètent ni la réalité du métier ni les exigences de l’innovation.
1. Un héritage de méthodes scolaires mal adaptées au numérique
Dans de nombreux pays africains, et particulièrement au Cameroun, les entreprises recrutent encore les développeurs comme on recruterait des enseignants d’histoire.
citer le nom exact d’une méthode standard,
écrire la syntaxe d’un commentaire multi-ligne,
se souvenir de la fonction qui retourne le dernier élément d’un tableau,
recopier du code sur papier.
Mais un développeur moderne ne t…
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Bill Simmons, Chris Ryan, and Cousin Sal fire up their Monday-night parlay by revisiting the 2005 sports-betting thriller Two for the Money, starring Matthew McConaughey, Al Pacino, and Rene Russo. They dive into the film’s high-stakes wagering scenes, debate what makes it tick, and share the timestamps so you can jump right to the action.
After hashing out the most rewatchable moment, the trio rounds off the episode with a playful rundown of their signature “Rewatchables” categories. Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, the show also gives shout-outs to Subaru’s Share the Love® Event and State Farm—plus plenty of links to subscribe and connect with The Ringer’s universe.
Watch on YouTube
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Everything Wrong With Mission: Impossible – Dead Reckoning Part Two
CinemaSins just unleashed their “final reckoning” on MI7, squeezing every nitpick into a brisk sub-27-minute roast. They’re still big fans of Ethan Hunt’s high-octane stunts, but confess this installment might’ve lost a bit of that impossible magic.
Between the witty jabs, they plug their website, social channels, a “sinful” poll and Patreon—perfect for anyone who can’t get enough of pop-culture nitpicking.
Watch on YouTube
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Retrieval-Augmented Generation (RAG) is now foundational for context-aware enterprise AI, powering customer support, internal knowledge systems, and compliance workflows with grounded, up-to-date responses. While over 60% of organizations are building retrieval solutions, most struggle to translate prototypes into production-grade reliability. This guide breaks down the RAG architecture, the critical evaluation metrics that correlate with trustworthy outputs, and the operational best practices needed to scale—plus how Maxim’s platform streamlines experimentation, evaluation, and observability across the RAG lifecycle.
Start exploring with Get started free or book a walkthrough via Book a demo. See all capabilities on Features and implementation guidance in Docs.
RAG augments a language mod…
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Code Structure
.
├── azure-pipelines.yml # Azure DevOps CI/CD pipeline
├── main
│ ├── main.tf # Module orchestration
│ ├── provider.tf # Azure provider configuration
│ ├── terraform.tfvars # Input variable values
│ └── variable.tf # Module variables
├── modules
│ ├── 01_resource_group # Resource Group creation
│ ├── 02_storage_account # Storage Accounts
│ ├── 03_storage_container # Storage Containers
│ ├── 04-Public_IP # Public IP
│ ├── 05_Virtual_Net # VNet & Subnets
│ ├── 06_sql_server # Azure SQL Server
│ ├── 07_sql_database # Azure SQL Database
│ ├── 08_net…
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Project-Based Learning With 3D Design and Printing: Transforming Classrooms Through Creative Making
Education has shifted from passive learning to active, hands-on engagement. Among the most transformative tools accelerating this shift is 3D design and printing, which brings abstract ideas to life and empowers students to become creators rather than mere consumers. When combined with Project-Based Learning, a framework where students gain knowledge and skills by working on meaningful, real-world projects, 3D printing opens a world of exploration, problem-solving, and innovation.
This article highlights ten powerful 3D design and printing projects, each paired with its educational benefit and a clear example project. Together, they illustrate how 3D-printed learning experiences build creati…
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AI Spots Trouble Before Traffic Does: Preventing Urban Gridlock with Smart Vision
\Imagine a city where traffic jams vanish almost as soon as they appear. No more endless queues, no more wasted time, just smooth, efficient movement. What if AI could predict and prevent traffic disasters before they happen?
We've developed a novel technique to identify critical infrastructure anomalies in real-time using a hybrid AI approach. This involves processing video feeds with a two-stage system: first, extracting key visual features; second, using a specialized neural network to rapidly classify the situation as normal or anomalous. Think of it like a doctor immediately spotting a subtle change in a patient's EKG that a human might miss until a full-blown heart attack occurs.
The crucial innovatio…
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‘Two for the Money’ gets the full Rewatchables treatment as Bill Simmons, Chris Ryan, and Cousin Sal fire up their favorite Monday night parlay. Together they dive into the 2005 sports thriller starring Matthew McConaughey, Al Pacino, and Rene Russo, breaking down the film’s high-stakes betting drama and dissecting how well it holds up two decades later.
Along the way they reveal their Most Rewatchable Scene picks, battle it out in the signature “Categories” round, and sprinkle in all the usual pop-culture riffs. Plus, they give a shout-out to Subaru’s Share the Love® Event and remind you that a good State Farm agent is always there when you need coverage.
Watch on YouTube
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Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is CinemaSins’ latest rapid-fire roast of the demon-slaying, dance-driven spectacle you never knew you needed. Expect all the signature snarky commentary as they tally up every outrageous trope and plot twist.
Want more sinful goodness? Swing by their website or Linktree, vote in the poll, back them on Patreon, or join the chat on Discord. Follow writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel across Twitter, Reddit, Instagram and TikTok for your daily dose of cinematic cynicism.
Watch on YouTube
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TL;DR
CinemaSins just dropped their “Everything Wrong With Mission: Impossible – The Final Reckoning In 27 Minutes Or Less,” poking fun at Tom Cruise’s latest death-defying stunts while confessing the franchise has maybe lost a bit of its mojo. Expect the classic snark, rapid-fire sins, and a fond-but-critical take on how the series wrapped up.
They also plug their main site (cinemasins.com), YouTube spin-offs (TVSins, Commercial Sins, CinemaSins Podcast Network), a sinful poll, Patreon support, and social hangouts—Discord, Reddit, TikTok, Instagram—and even showcase their writer squad’s Twitter and Instagram handles for those who love behind-the-scenes nerd chatter.
Watch on YouTube
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When Every App Uses AI, What Makes Yours Different?
Jaideep Parashar ・ Nov 27
#ai
#learngoogleaistudio
#api
#powerapps
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Check out this Pen I made!
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TL;DR: AI-First vs. Digitally-Enhanced
5 Key Messages
88% use AI. 39% see impact. Most are "Digitally-Enhanced" (10-15% gains). AI-First delivers 34x revenue per employee via complete process redesign, not tool adoption.
Mindset is the bottleneck. Shift from certainty → curiosity, mastery → learning, competition → collaboration. Organizational debt (silos, risk-aversion) must be paid down alongside technical debt.
High performers optimize tempo, not cost. Elite 6% complete Scan-Orient-Decide-Act in 2 weeks vs. 8. Velocity compounds. Decision speed = competitive moat.
Pilot purgatory is real. Two-thirds haven't scaled. "String of pearls" without North Star = no enterprise impact. Escape: one narrow E2E process, build trust, expand systematically.
Jobs evolve, don't disappear. …
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. This year’s UN climate talks avoided fossil fuels, again Over the past few weeks in Belem, Brazil, attendees of this year’s UN climate talks dealt with oppressive heat and flooding, and at one…
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If we didn’t have pictures and videos, I almost wouldn’t believe the imagery that came out of this year’s UN climate talks. Over the past few weeks in Belem, Brazil, attendees dealt with oppressive heat and flooding, and at one point a literal fire broke out, delaying negotiations. The symbolism was almost too much to…
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Today’s IT leaders face competing mandates to do more (“make us an ‘AI-first’ enterprise—yesterday”) with less (“no new hires for at least the next six months”). VMware has become a focal point of these dueling directives. It remains central to enterprise IT, with 80% of organizations using VMware infrastructure products. But shifting licensing models are…
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GXBank is kicking off its second anniversary with a new campaign that offers customers the chance to earn up to 4.00% p.a. through its Bonus Pocket feature. The promotion, which begins today, applies to savings of up to RM50,000 placed in a Bonus Pocket and rewards users with both daily base interest and an additional […]
The post GXBank Celebrates Second Anniversary With 4.00% p.a. Bonus Pocket Promo appeared first on Lowyat.NET.
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Aurzen, the UK-based projector brand, is officially bringing its ZIP portable projector to Malaysia. The product, which made its debut during CES 2025 earlier this year, is the world’s first tri-fold pocket projector, at least according to the brand. Through the use of a tri-fold design, the Aurzen ZIP measures in at 8.4 x 7.8 […]
The post Aurzen ZIP Tri-Fold Projector Will Be Available In Malaysia For RM1,899 appeared first on Lowyat.NET.
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The national automaker, Proton, has officially launched the new 2026 Saga with a starting price of RM38,990. As reported earlier, the sedan is offered in three variants: Standard, Executive and Premium. Design-wise, the front end features LED projector headlamps paired with L-shaped daytime running lights (DRLs). These flank a full-width concave grille embellished with a […]
The post 2026 Proton Saga Has Officially Arrived; Starts From RM38,990 appeared first on Lowyat.NET.
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The HONOR Magic8 Pro serves as the brand’s newest flagship phone, succeeding the Magic7 Pro launched back in January. Ahead of its local debut, the company has given us the opportunity to get acquainted with the device. The model in my hands is the Sunrise Gold version, although the smartphone also comes in Sky Cyan […]
The post HONOR Magic8 Pro Hands On: A Bit Of An Acquired Taste appeared first on Lowyat.NET.
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As previously reported, Honor is officially launching the Magic8 Pro today. In addition to the launch, the brand is also bundling an Insta360 Ace Pro action camera with every purchase of the phone, while stocks last. Running through the specs, the Magic8 Pro features a 6.71-inch LTPO OLED display, with a peak brightness of 6,000 […]
The post Honor Magic8 Pro Officially Launches In Malaysia; Retails From RM4,599 appeared first on Lowyat.NET.
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Samsung Malaysia officially unveiled the QN90F today, marking the official arrival of the massive TV to our shores. And by massive, it measures in at 115-inches across the wall. Now, the QN90F does ship out with an 8K panel, but the model that was on display was only 4K. To that end, this model is […]
The post Samsung Officially Brings 115-Inch QN90F Neo QLED TV To Malaysia appeared first on Lowyat.NET.
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Chinese regulators have barred ByteDance from using NVIDIA chips in new data centres, according to a report by The Information. This ban highlights the nation’s push to move away from relying on US technology. Such efforts have intensified following the US government’s move to tighten restrictions on exports to China. Compared to other Chinese companies, […]
The post China Reportedly Bans ByteDance From Using NVIDIA Chips appeared first on Lowyat.NET.
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iCAUR Malaysia has officially introduced its second model, the V23, to the local market. First previewed in October, the fully electric off-road SUV will be available in two variants: a rear-wheel-drive (2WD) and an intelligent all-wheel-drive (iWD). Design-wise, the V23 features a bold, upright stance and a boxy profile. The front end is defined by […]
The post iCAUR V23 Officially Launches In Malaysia; Starts From RM119,800 appeared first on Lowyat.NET.
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WhatsApp has confirmed a major policy shift that will block the use of any non-Meta AI chatbot inside the messaging app starting 15 January 2026. The updated terms of service explicitly prohibit third-party AI assistants, meaning users will no longer be able to access ChatGPT, Microsoft Copilot or similar services through WhatsApp once the cutoff […]
The post WhatsApp To Ban Third-Party AI Chatbots From January 2026 appeared first on Lowyat.NET.
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Sarawak is poised to draw the attention of the regional animation and digital gaming industry next year. In this coming August, the state will be hosting the Borneo Animation and Gaming Festival (BAGF). According to Digital Minister Gobind Singh Deo, Sarawak Premier Tan Sri Abang Johari Tun Openg has agreed to the establishment of a […]
The post Sarawak To Become Regional Animation And Gaming Hub With New Festival appeared first on Lowyat.NET.
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Footwear and video gaming collaborations are nothing new. The results of these tie-ins are often incredible, while others are… questionable. But for Singapore-based designer Gustavo Bonzanini, he has decided to take this combination of popular culture to an entirely new level. Enter the AIR SNES, a passion project by Bonzanini to celebrate the 35th anniversary […]
The post Fan Project Turns A Classic Nike Sneaker Into A Fully Working Super Nintendo Console appeared first on Lowyat.NET.
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As part of my participation in the Web3j Libraries Full Development Lifecycle project under the LF Decentralized Trust Mentorship Program, I’ve developed a tutorial on integrating the web3j-maven-plugin into Java projects. This work contributes to improving the developer experience within the Web3j ecosystem by
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Introduction
The workflow for an agentic app starts when the user interacts with it by presenting a prompt through a chat interface or form. The agent gets this prompt and analyzes it as to what the user intends and requires. It can take the help of LLM to acquire tasks, clarify the details, and break the whole into subtasks.
As soon as the agent has a clear understanding of the target, it selects the most appropriate specialized tools or services to achieve the goal. These bring APIs, databases, generative AI (for writing, image generation, etc.), or other partnered systems, and the agent might arrange or put together multiple tool actions dependent on the difficulty of the job.
The agent continually assesses and alters, carrying out the tool calls again and asking for more clarificatio…
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I've been using AI coding assistants for about 8 months now. Cursor, GitHub Copilot, the usual suspects.
hey're all impressive, but they share one fatal flaw that's been driving me insane:
They forget everything.
You explain your project architecture. The AI generates some code. Five minutes later, you're explaining the same architecture again. Every session starts from scratch. Every feature request requires re-explaining your context.
I found myself maintaining a text file of prompts to copy-paste at the start of each session:
"We use Zustand for state management, not Redux"
"All API calls go through our custom fetcher with retry logic"
"Components follow the compound component pattern"
"Test files go in __tests__ not next to the component"
I was spending 10% of my coding time just expl…
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Bill Simmons, Chris Ryan, and Cousin Sal fire up their favorite Monday night parlay as they revisit the 2005 sports thriller Two for the Money (starring Matthew McConaughey, Al Pacino, and Rene Russo). They dive into the film’s sports-betting hijinks, debate the most rewatchable scene, and roll through a rapid-fire category showdown.
Along the way, the crew delivers hot takes, laughs off epic gambles, and plugs Subaru’s Share the Love event, State Farm’s coverage tips, and all the must-follow Ringer channels.
Watch on YouTube
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CinemaSins just dropped “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” a rapid-fire riff on all the movie’s quirks, gaffes and head-scratching moments, delivered in their trademark snarky style.
They also plug the CinemaSins universe—website, YouTube channels, Discord, Reddit and a sinful poll—invite you to support them on Patreon, and give shout-outs to the writing team and all their social handles.
Watch on YouTube
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Everything Wrong With Mission: Impossible – The Final Reckoning
CinemaSins unleashes its trademark snark on Tom Cruise’s latest MI outing, packing every nitpick (including the “death on film” gag) into a brisk 27-minute romp and mourning that the franchise might be losing steam.
They also plug their digital HQ—hit up cinemasins.com for more vids, vote in their sinful poll, back ’em on Patreon, and join the party on Discord, Reddit, TikTok, Instagram and beyond. Don’t forget to stalk their writers on Twitter and Instagram too!
Watch on YouTube
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A post by Jess Lee
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Hey fellow engineers—tired of codebases that start clean and end up as tangled messes? You're not alone. Most teams slap on a linter and a formatter, pat themselves on the back, and then spend years wrestling with tech debt. This guide cuts through the hype: a curated comparison of Python code-quality tools, spotlighting the heavy hitters like Ruff and Bandit, plus emerging stars Skylos and PySCN.
We're talking strict, production-grade quality here—no fluffy marketing. We'll break down what each tool analyzes, its superpowers (and blind spots), and when to deploy it. By the end, you'll have precise recommendations to bulletproof your pipeline.
Whether you're scaling a startup prototype or taming a legacy monolith, this is your roadmap to code that doesn't just work today but scales tomorr…
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Bill Simmons, Chris Ryan, and Cousin Sal fire up their Monday night parlay as they revisit Two for the Money, the 2005 sports-thriller where Matthew McConaughey plays a betting wunderkind under Al Pacino’s tutelage. After a quick cold open, they dissect the film’s high-stakes gambling scenes, pick their Most Rewatchable Moment, and then dive into their signature category games.
Between sharp takes and friendly banter, the crew keeps it light—shout-out to Subaru’s Share the Love event and State Farm for chiming in—before wrapping up with links to The Ringer shop and social channels. Perfect for anyone craving a mix of sports insights and Hollywood hustle.
Watch on YouTube
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Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is a snappy Cinemasins video that playfully rips into the latest KPop Demon Hunters flick, dishing out fast-paced “sins” commentary and tongue-in-cheek jokes.
On top of that, the description hooks you up with links to Cinemasins’ main site, extra YouTube channels, social media hubs, a fan poll, and Patreon. You’ll also find full writer credits plus invites to their Discord, Reddit, Instagram, TikTok—and even Jeremy’s book if you need more sinning in your life.
Watch on YouTube
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min )
There are moments in the Bible that read like history—and then there are moments that read like you. John Chapter 5 is one of those moments. It is not gentle. It is not simple. It does not sit quietly in the corner of Scripture. It confronts you. It exposes you. It comforts you. It awakens you. It speaks to the parts of your life that feel old, tired, worn down, and forgotten by time. It speaks to the cycles you’ve learned to live with, the pain you’ve learned to manage, the disappointment you’ve learned to hide, and the long-term struggles you’ve learned to survive.
John 5 is not about a man who needed healing.
This chapter is about mercy with muscle.
John 5 is the chapter that won’t let you stay the same.
The Pool of Bethesda: The Geography of Pain and Waiting
Before you can understand t…
( 13
min )
The Challenge: From Data Chaos to Clear Metrics
Data engineers working in the health sector face a familiar but critical challenge: Community Health Workers (CHWs) generate thousands of activity records daily, but turning this raw data into actionable performance metrics is a manual, error-prone process. Field coordinators need to answer simple but vital questions:
How many households did each CHW visit last month?
Which communities have coverage gaps?
Are our health workers meeting their activity targets?
I worked on one such project where the existing process involved Excel exports, manual date calculations, and fragile SQL queries that broke whenever source data changed. Something had to change.
I designed and built a scalable analytics platform using dbt (data build tool) and Snowfla…
( 9
min )
‘Two for the Money’ Rewatchables Breakdown
Bill Simmons, Chris Ryan and Cousin Sal dive into the wild world of 2005’s sports-betting drama Two for the Money (starring Matthew McConaughey, Al Pacino and Rene Russo), all while placing their own imaginary Monday night parlays. They kick things off with a cold open before analyzing how the movie handles the highs and lows of wagering big, sharing plenty of behind-the-scenes trivia along the way.
After hashing out the film’s best betting scenes, the crew picks their single most rewatchable moment and then fires off a rapid-fire “Categories” round to rank everything from standout performances to jaw-dropping plot twists. It’s equal parts film deep-dive and friendly smack talk—perfect for sports-movie junkies.
Watch on YouTube
( 6
min )
Sean Fennessey and Amanda Dobbins keep their 25 Best Movies of the 21st Century series rolling with No. 3: Spike Lee’s 25th Hour. They dive into why its real-time tension, bold stylistic choices and under-appreciated legacy make it a quietly powerful masterpiece.
Produced by Jack Sanders, this lively chat is ripe with “fricative tension” analysis and is streaming on Prime. For more deep dives, hit up The Ringer’s channels.
Watch on YouTube
( 6
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
CinemaSins’ latest roast tears into KPop Demon Hunters, gleefully clocking every over-the-top fight move, cringe-worthy K-pop trope and random product placement. From “demon horde” clichés and shaky CGI to cheesy one-liners set to a catchy soundtrack, no plot hole or camera flip is safe from their trademark snark.
After the sins tally, they plug their poll, Patreon and all the socials—Discord, Reddit, TikTok, Instagram—along with a shout-out to their writers team and linktr.ee for more CinemaSins madness.
Watch on YouTube
( 6
min )
Everything Wrong With Mission: Impossible – The Final Reckoning squeezes all of CinemaSins’ trademark nitpicks into a rapid 27-minute roast, from Tom Cruise’s endless cheat-death stunts to over-the-top action set pieces. Expect witty jabs at plot conveniences and the film’s excessive spectacle.
Even though the team still loves the franchise, they reckon the last two installments have lost a bit of that legendary M:I spark. Don’t forget to check out their site, socials, sinful poll and Patreon for even more movie sins.
Watch on YouTube
( 6
min )
Hey there! Welcome to the only Next.js + Docker guide you’ll ever need in 2025.
Ship a real Next.js 15 app in a container smaller than 90 MB
Let’s go – coffee ready?
What You’ll Build Today
< 90 MB Docker image
Multi-stage build (no dev dependencies in production)
Non-root user + health checks
Hot reload for development
One-command workflow for the whole team
Works everywhere: local, CI, GitHub Codespaces, Gitpod
Prerequisites
Node.js ≥ 18 (preferably 20 or 22) → https://nodejs.org
Check with: node -v
Git → https://git-scm.com/downloads
Check with: git --version
Docker Desktop (Windows/Mac) or Docker Engine (Linux) → https://www.docker.com/products/docker-desktop
Check with: docker --version and docker compose version (Compose V2 is now built-in)
If any of these are missing, install the…
( 11
min )
‘Two for the Money’ Rewatchable Breakdown
Bill Simmons, Chris Ryan and Cousin Sal dive back into the 2005 sports thriller Two for the Money, starring Matthew McConaughey, Al Pacino and Rene Russo. They kick things off with a cold open before digging into the film’s high-stakes betting scenes (1:53), debating the single most rewatchable moment (30:13) and rolling out their signature “Categories” segment at 48:33.
Along the way you get that classic Ringer camaraderie—sharp takes, playful jabs and a favorite Monday night parlay vibe—peppered with sponsor shout-outs from Subaru’s Share the Love event and a friendly State Farm reminder. It’s part sports analysis, part movie club, and all about the gamble.
Watch on YouTube
( 6
min )
CinemaSins unleashes a 27-minute takedown of Mission: Impossible – The Final Reckoning, poking fun at Tom Cruise’s nonstop stunt game while lamenting that the once-flawless franchise might be veering off course. It’s the crew’s final reckoning for the series (for now), packed with classic CinemaSins humor and sin-counting.
Hungry for more? Hit up cinemasins.com, subscribe across their social channels, fill out their sinful poll, or show love on Patreon. Writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel all get shout-outs, and you can join the community on Discord, Reddit, Instagram, and TikTok.
Watch on YouTube
( 6
min )
Introduction
Distributed systems expertise remains one of the most sought-after skills in software engineering. Engineers who can design, implement, and scale distributed databases command premium compensation for good reason—these systems form the backbone of modern applications serving millions of users.
In this comprehensive guide, we'll build a highly available, horizontally scalable MongoDB cluster using Kubernetes. You'll learn how to create a production-ready database infrastructure that can grow from a single node to hundreds of nodes, scaling seamlessly to meet demanding workloads.
Our infrastructure leverages three powerful open-source technologies:
MongoDB: A distributed NoSQL database designed for horizontal scalability and high availability
MicroK8s: An ultra-lightweight Kub…
( 14
min )
I just launched my portfolio
https://my-portfolio-jamal.vercel.app/#contact
( 6
min )
Meta's Advantage+ Creative promised to revolutionize ad performance with AI-powered optimization. Another day, another AI feature that'll supposedly fix everything while you sleep.
Except here's the thing: after running 50 campaigns across e-commerce, B2B, and lead gen clients over the past eight months, I've got data that'll probably surprise you. Some of it matches what Meta's case studies claim. A lot of it doesn't.
Let me walk you through what actually happened when we let Meta's AI take the wheel—and when we should've grabbed it back.
Before we dive into results, context matters. We ran these tests across:
23 e-commerce brands (average monthly spend: $15K-$75K)
18 B2B companies (SaaS, professional services, manufacturing)
9 lead generation campaigns (education, finance, healthcare)
To…
( 13
min )
Multilingual content is common in documentation systems, product catalogs, and knowledge bases. When the same item exists in several languages, search results often become cluttered with multiple versions of the same document.
A typical requirement is to return one document per content group, chosen using a language preference order such as de > en > fr.
This blog post presents a practical pattern for handling language aggregation. The approach is part of the open-source OpenSearch project and is fully supported in Amazon OpenSearch Service, making it suitable for both self-managed clusters and AWS-managed environments.
If an article exists in German, English, and French, a standard search will return all three. You want:
One hit per crossLanguageGroup
The language with the highest user p…
( 10
min )
New Forge-X platform by Coforge helps teams deliver software faster, improve project quality, and coordinate work across multiple locations
Coforge announced the introduction of Forge-X an integrated engineering and delivery platform that totally changes the way software is delivered. It is based on agentic AI concepts. To deliver complex technology transformations at scale this whole platform uses autonomous AI agents that leverage Coforge's deep engineering experience and use contextual decision-making based on the firm's industry domain depth.
Read full news here: https://bizfortune.com/2025/11/business-fortune-forge-x-improve-software-projects
( 6
min )
I put together a responsive pricing table that actually behaves like a real one: stacks cleanly on mobile, stays readable on desktop, and doesn't fall apart the moment you add one more feature row.
There's a full code block you can copy, tweak, and drop into your own project.
Read the article and get the code:
https://lexingtonthemes.com/blog/how-to-build-a-responsive-pricing-table-with-tailwind-css-and-alpinejs
( 6
min )
Welcome to Day 46 of the #80DaysOfChallenges journey! This intermediate challenge implements a Simple Moving Average (SMA) calculator using an efficient sliding window approach that maintains a running sum, achieving O(n) time complexity while avoiding redundant calculations. It handles user-provided data series and window size, returning a list of averages with proper validation, making it a practical tool for time-series smoothing, financial indicators, or signal processing. If you're advancing from basic loops to performance-aware algorithms or dealing with sequential data, this "Python moving average" script demonstrates a function that's optimized, easy to understand, and ready for extensions like exponential or weighted averages.
This task features a function that initializes the fir…
( 12
min )
Here View the Project on GitHub#EdTech #AI #Gemini #Streamlit #Productivity #Students #Learning #StudyTool #Coding #Development #GenAI
( 8
min )
Industrial fabrication depends heavily on accurate, well-defined BIM models. Whether you’re planning equipment installation, prefabrication, or site coordination, selecting the right Level of Detail (LOD) in BIM determines the accuracy, cost, and constructability of your project.
Two of the most commonly compared LODs are LOD 400 and LOD 500. While they may seem similar, they serve completely different purposes—one for fabrication and installation, the other for facility management and lifecycle operations.
This guide breaks down the differences, use cases, and best practices to help fabrication teams, contractors, and facility managers choose the right LOD for their needs.
The Level of Detail (LOD) defines how much graphical and non-graphical information a BIM element contains.
The common…
( 8
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is a snark-filled breakdown by CinemaSins, where they gleefully log every nitpick and plot hiccup in the KPop Demon Hunters movie. The video description points you to their main site for more content, asks you to fill out a quick poll, and invites you to support the team via Patreon.
The post also credits their writing squad—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—and drops links to all their socials: YouTube channels (@TVSins, @commercialsins, @cinemasinspodcastnetwork), Discord, Reddit, Instagram, TikTok and even Jeremy’s book!
Watch on YouTube
( 6
min )
Hi everyone!
I’m @nyaomaru, a frontend engineer who quietly moved to the Netherlands. 🇳🇱
If you write TypeScript, you’ve probably bumped into the term “variance” at some point:
covariant
contravariant
invariant
bivariant
You may have a vague feeling of “I sorta get it… but not really.”
Personally, I struggled especially with contravariance and bivariance — they’re really counter-intuitive.
And when I tried to deep-read React’s type definitions, I ran into Flow’s variance annotations +T / -T and completely froze:
export type Element = React$Element;
export type RefSetter = React$RefSetter;
“What are + and -!?”
React using this in Flow!?”
That was the entrance to understand variance for me.
In this article, I’ll use both TypeScript and Flow to build a practical, real-world u…
( 15
min )
The future of AI agents relies on their ability to seamlessly and efficiently integrate with vast libraries of tools—from internal databases and company-specific APIs to public services like GitHub and Slack. As professional developers, we know that scaling an agent from five tools to fifty or five hundred introduces critical bottlenecks: context bloat, slow execution, and unpredictable tool invocation.
To solve these challenges, we are excited to introduce three advanced features on the Claude Developer Platform that fundamentally change how agents discover, orchestrate, and utilize external capabilities. These features move Claude from simple sequential function calling to intelligent, programmatic orchestration.
When building agents that connect to many services (e.g., a five-server MCP…
( 9
min )
shadcn-components-blocks adds over 100 production-ready components to your shadcn/ui projects.
Key features:
Check the documentation site to browse the full catalog and grab the installation commands for components and blocks you need.
👉 Blog Post
👉 GitHub Repo
👉 Live Demo
( 6
min )
The Hidden Cost of AI Hype in Developer Communities
Jaideep Parashar ・ Nov 26
#webdev
#ai
#devops
#developer
( 7
min )
What we built is not nothing.
It is the minimum viable representation of identity
That’s why it feels like:
You didn’t reduce complexity
This is what great systems look like.
.me
namespaces and .me
cleaker.me()
That is self-referential,
f: me → /
Syntax:
Transport:
/
( 6
min )
Search is one of the most important features in modern applications. Users expect instant answers, useful suggestions, and results that match their intent even when they make spelling mistakes. Most traditional search systems struggle to deliver thi...
( 7
min )
Design is not just about how something looks. In product engineering, design shapes how an experience feels, how users interact with it, and how consistently the brand comes alive across every screen. Flutter provides powerful tools for this, but tru...
( 21
min )
This weekend, Andrej Karpathy, the former director of AI at Tesla and a founding member of OpenAI, decided he wanted to read a book. But he did not want to read it alone. He wanted to read it accompanied by a committee of artificial intelligences, each offering its own perspective, critiquing the others, and eventually synthesizing a final answer under the guidance of a "Chairman."
To make this happen, Karpathy wrote what he called a "vibe code project" — a piece of software written quickly, largely by AI assistants, intended for fun rather than function. He posted the result, a repository called "LLM Council," to GitHub with a stark disclaimer: "I’m not going to support it in any way... Code is ephemeral now and libraries are over."
Yet, for technical decision-makers across the enterpris…
It's not just Google's Gemini 3, Nano Banana Pro, and Anthropic's Claude Opus 4.5 we have to be thankful for this year around the Thanksgiving holiday here in the U.S.
No, today the German AI startup Black Forest Labs released FLUX.2, a new image generation and editing system complete with four different models designed to support production-grade creative workflows.
FLUX.2 introduces multi-reference conditioning, higher-fidelity outputs, and improved text rendering, and it expands the company’s open-core ecosystem with both commercial endpoints and open-weight checkpoints.
While Black Forest Labs previously launched with and made a name for itself on open source text-to-image models in its Flux family, today's release includes one fully open-source component: the Flux.2 VAE, available no…
Researchers at Alibaba’s Tongyi Lab have developed a new framework for self-evolving agents that create their own training data by exploring their application environments. The framework, AgentEvolver, uses the knowledge and reasoning capabilities of large language models for autonomous learning, addressing the high costs and manual effort typically required to gather task-specific datasets.
Experiments show that compared to traditional reinforcement learning–based frameworks, AgentEvolver is more efficient at exploring its environment, makes better use of data, and adapts faster to application environments. For the enterprise, this is significant because it lowers the barrier to training agents for bespoke applications, making powerful, custom AI assistants more accessible to a wider rang…
The government is pushing for all social media platforms operating in Malaysia to adopt electronic Know-Your-Customer (eKYC) verification by the end of the second quarter of 2026, aiming to enforce the minimum age requirement of 16 for new accounts. Communications Minister Fahmi Fadzil instructed the Malaysian Communications and Multimedia Commission (MCMC) to work with platform […]
The post Fahmi: Govt Targets Q2 2026 For eKYC Implementation On Social Media appeared first on Lowyat.NET.
( 34
min )
While the POCO F8 Pro and F8 Ultra are the stars of today’s launch event, not to be forgotten are the two new tablets. Both the Pad X1 and the Pad M1 have officially debuted as the newest additions to the brand’s AIoT lineup. The Pad X1 is a lightweight tablet weighing 500g. It sports […]
The post POCO Pad X1, Pad M1 Get Global Launch; Priced From RM1,199 appeared first on Lowyat.NET.
( 36
min )
The newly launched POCO F8 lineup serves as the Xiaomi sub-brand’s flagship offering and comprises two models, which are the F8 Pro and the F8 Ultra. Prior to the launch, we had the opportunity to get acquainted with the Pro variant, which is the subject of today’s hands on. Starting with the design, the F8 […]
The post POCO F8 Pro Hands On: An Unapologetic All-Rounder appeared first on Lowyat.NET.
( 39
min )
The POCO F8 lineup has officially made its debut today, just as the brand promised last week. Currently, the series consists of two models, which are the F8 Pro and the F8 Ultra. Naturally, the new handsets come with some upgrades compared to the previous generation. Starting with the Pro variant, it sports a 6.59-inch […]
The post POCO F8 Series Launched Globally; Starts From RM2,499 In Malaysia appeared first on Lowyat.NET.
( 37
min )
The upcoming Proton eMAS 7 plug-in hybrid (PHEV) has been spotted again in public, signalling that its official debut may be closer than expected. The latest sighting was shared by an anonymous member of the Proton eMas 7 Owners Malaysia Facebook group, who reportedly found the SUV parked in Tanjung Malim , the location of […]
The post Multiple Spottings Of Proton eMAS 7 PHEV Hints An Imminent Launch appeared first on Lowyat.NET.
( 35
min )
PRISM+ has recently introduced a slew of new products, ranging from displays to home appliances. Most relevant being the Roam 27-inch smart displays and the updated SQ Series QLED TVs. The Roam and Roam Ultra displays are built around an ergonomic wheeled stand, letting users roll the display between rooms as needed. The Roam 27-inch […]
The post PRISM+ Launches New Roam Smart Displays, SQ QLED TVs appeared first on Lowyat.NET.
( 35
min )
The Chinese Ministry of Industry and Information Technology (MIIT) have seemingly decided the future of all powerbanks manufactured in country. Moving forward, it will be mandatory for all powerbanks to have built-in LCD display, or an app that allows officials to check the status and security of the powerbank. According to ITHome (Google Translate required […]
The post China To Allow Powerbanks With Displays Or Security-Specific Apps Next Year appeared first on Lowyat.NET.
( 35
min )
Shell Malaysia has integrated the BUDI 95 subsidy into its Shell Application, enhancing the convenience of the process of fuelling up your vehicle. With this integration, customers can now use the application to access the subsidy and do not have to bring out their IC to scan at the terminal or inside at the counter […]
The post Shell App Integrates BUDI 95 For Easier Fuel Payments appeared first on Lowyat.NET.
( 37
min )
Huawei has introduced a new addition to its ecosystem, the MatePad Edge 2-in-1, which debuted alongside the Mate X7 and Mate 80 Series in China. This model is positioned squarely as the company’s answer to Microsoft’s Surface lineup; a variable tablet designed to replace your laptop, with added portability. The MatePad Edge 2-in-1 is built […]
The post Huawei Launches MatePad Edge 2-In-1 Tablet In China appeared first on Lowyat.NET.
( 35
min )
Leapmotor’s executive director and senior vice president, Li Cao, has shared new images of the upcoming Lafa 5 (B05) Ultra variant on his official Weibo page. The standard variant is set to debut on November 28, while the Ultra variant is scheduled for launch in the second quarter of 2026. As reported before, the Ultra […]
The post Leapmotor Teases Arrival Of New B05 Ultra Variant appeared first on Lowyat.NET.
( 33
min )
Bill Simmons, Chris Ryan and Cousin Sal reunite to rewatch the 2005 sports-betting thriller Two for the Money (McConaughey, Pacino, Russo). They break down the movie’s juiciest gambling moments, pick their most rewatchable scene and slot it into their signature ranking categories.
Between that classic Monday-night parlay vibe and shout-outs to Subaru’s Share the Love event and State Farm, they also hype up The Ringer’s YouTube channels, merch shop and social handles for all your binge-watching needs.
Watch on YouTube
( 6
min )
Top 7 Featured DEV Posts of the Week
Jess Lee for The DEV Team ・ Nov 25
#top7
#discuss
( 6
min )
Why I Built a useDebounce Custom Hook in Next.js (and Why You Should Too)
Cristina Rodriguez ・ Nov 25
( 6
min )
As a best-selling author, I invite you to explore my books on Amazon. Don't forget to follow me on Medium and show your support. Thank you! Your support means the world!
When I first began building websites, I noticed how often users struggled with slow loading times and unreliable connections. They'd lose their work if the internet dropped, or miss important updates because they weren't constantly checking the site. This frustration led me to explore Progressive Web Applications, or PWAs. These are web applications that behave more like native mobile apps, offering speed, reliability, and engagement directly from a browser. They work on any device and in various network conditions, making the web experience smoother for everyone.
One of the core features that makes PWAs so reliable is se…
( 11
min )
As a best-selling author, I invite you to explore my books on Amazon. Don't forget to follow me on Medium and show your support. Thank you! Your support means the world!
When I first started building web applications, I quickly realized that the way APIs are designed can make or break scalability. APIs act as the bridge between different parts of a system, and if they're not built to handle growth, everything can slow down or even break. Over time, I've learned that certain design patterns help create APIs that scale smoothly with user demand and feature additions. In this article, I'll share seven key patterns that have worked well for me, with plenty of code examples to illustrate each one. My goal is to explain these in a straightforward way, so even if you're new to this, you can foll…
( 12
min )
A post by Vitor Diego Galecki
( 6
min )
A post by Bert De Swaef
( 6
min )
Most people think SEO is all about keywords and content.
Here are a few things I look at during a technical SEO checkup:
🚀 *1. Page Speed*
🔍 2. Crawlability
🧱 4. Indexing Issues
🔗 5. HTTPS & Security
🧩 6. Core Web Vitals
📌 Bottom line:
Technical SEO isn’t about fancy tools — it’s about giving search engines a smooth, error-free path to understand your website.
Fix the foundation, and your rankings grow naturally.
( 6
min )
‘Two for the Money’ With Bill Simmons, Chris Ryan, and Cousin Sal
Bill Simmons, Chris Ryan and Cousin Sal dive into the 2005 sports-betting drama Two for the Money (starring Matthew McConaughey, Al Pacino and Rene Russo), firing up their favorite Monday night parlay to break down all the highs, lows and oddball antics of the film’s gambling world.
After unpacking the movie’s sports-betting mechanics, they each name their most rewatchable scene and—around the 48-minute mark—get into a rapid-fire round of fun categories and rankings only The Rewatchables can deliver.
Watch on YouTube
( 6
min )
Everything Wrong With Mission: Impossible – The Final Reckoning In 27 Minutes Or Less
CinemaSins takes aim at the latest Mission: Impossible, counting up every plot hole, shaky stunt and Tom Cruise’s perpetual flirtation with on-screen death. They admit they still love the series but feel these recent chapters have strayed a bit from the franchise’s glory days.
They also plug their website and social channels—TVSins, CommercialSins, CinemaSins Podcast—plus shout out their writers (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, Daniel). Want more? Hit up their sinful poll, Patreon, Discord, Reddit, Instagram, TikTok and even Jeremy’s book.
Watch on YouTube
( 6
min )
Data Science continues to grow, and having the right tools is the key to success.
👉 Read full article on my blog:
https://kazimdigiworld.blogspot.com
( 6
min )
I'm excited to announce the release of Qeltrix V2, a major enhancement to the content-derived encryption container format that brings significant performance improvements and new capabilities while maintaining full backward compatibility with V1 files.
Qeltrix is a Proof-of-Concept command-line utility that creates encrypted, compressed data containers with a unique approach: the encryption key is derived directly from the file content itself. This eliminates the need to store or transfer separate encryption keys, making it ideal for secure archival and data obfuscation scenarios.
Built on modern cryptography (ChaCha20-Poly1305), parallel processing, and a streaming architecture, Qeltrix handles files of any size efficiently.
Version 2 introduces several significant features that improve p…
( 9
min )
Are You Struggling With Amazon Bedrock’s Ultra-Low Quotas on New AWS Accounts? 🤯
Are you hitting painfully low rate limits when running LLMs on Amazon Bedrock from a newly created AWS account? You’re definitely not alone — many developers are discovering that new accounts often start with extremely restrictive quotas, sometimes as low as 2 requests per minute.
Official guidance usually suggests contacting an account manager to escalate your limits, but for startups, hobby projects, or personal experimentation, that path is far from simple.
Since 2024 or maybe 2025, AWS quietly adjusted Bedrock’s default model access for newly created accounts - together with other lower account defaults such as a maximum concurreny of 10 for AWS Lambda. Even when using global endpoints, many fresh accou…
( 8
min )
How I went from ‘barely keeping up’ to shipping production features in hours (no exaggeration)
Quick Disclaimer: I’m a paying Claude Code Max subscriber ($200/month). Everything here comes from real production work. Not sponsored — just a CTO who found techniques that genuinely transformed how I ship code.
Two months ago, I faced a nightmare project: complete backend API refactor, 50+ files to touch, zero room for cascading failures. Timeline? Three weeks. Team already maxed out.
( 6
min )
Everything Wrong With The Wiz In 15 Minutes Or Less rides the buzz of Wicked’s theater comeback by zooming down the yellow brick road to nitpick every plot hole and quirk in the 1978 classic. True to CinemaSins form, it serves up a fast-paced, tongue-in-cheek breakdown of what’s better (or worse) than you remember.
Along the way they drop links to their main site, socials, a fan poll and Patreon, plus a shout-out to the writers, podcast channels and community hubs where you can catch more of their sin-counting antics.
Watch on YouTube
( 6
min )
I just built a startup/SaaS/business idea generator ( 🔗 https://idea-rader.com ) using Google’s AI Studio — and then layered more functionality on top of it to turn it into a full product.
Over the last few days, I’ve been experimenting with how far Gemini’s Build workflow can take an idea from prototype → working tool.
That’s how Idea-Rader was born — a website where you enter your budget, skills, target audience, domain, strengths, investment capacity, and more… and it generates:
🔍 A personalized startup/SaaS/business idea
🛠️ Tech Stack Used:
React + Vite
Firebase Auth, Firestore & Hosting
Razorpay Payments
( 7
min )
A post by Dabwitso Mweemba
( 6
min )
Everything Wrong With KPop Demon Hunters in 16 Minutes or Less is a tongue-in-cheek CinemaSins video tearing into the new K-Pop Demon Hunters flick—packed with their trademark “sins” commentary, a link to the full site, and a cheeky invitation to fill out a poll or support them on Patreon.
They also shout out their writing team (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel) with social links, plus community hangouts on Discord and Reddit, and additional follow-along channels like TVSins, CommercialSins, Instagram and TikTok.
Watch on YouTube
( 6
min )
When people report bugs or performance problems, developers need more than logs and metrics; they need context. That’s where debugging and session replay tools enter the picture. These platforms log users' interactions, console logs and network activity, giving teams a window into what really happened before the error occurred.
Some popular tools like LogRocket, Sentry, Datadog and FullStory have already established themselves as essential in modern product teams. They give companies the ability to issue track, and this results in better user experiences and the alignment of engineering with design.
But a new player in the space, Multiplayer, is betting on developer-first debugging and visibility, which is based around live collaboration, rich context and without any vendor lock-in.
This a…
( 14
min )
Check out this Pen I made!
( 5
min )
From Interview Task to Production: Building a Security-First DevSecOps Platform
TL;DR
The Assignment: Deploy a simple app to local Kubernetes
What I Built: A production-grade DevSecOps platform with 6-layer security scanning, FinOps cost tracking, GitOps automation, and complete observability
Result: "Opsfolio" - A hands-on demonstration of how I approach real-world infrastructure challenges
🔗 View the complete repository
The Challenge
The Approach
Security Architecture
FinOps: Cost Intelligence
Automation & GitOps
Technical Implementation
Results & Metrics
Key Takeaways
The interview assignment was straightforward:
✅ Set up a local Kubernetes cluster (kind/minikube/k3s)
✅ Create a Dockerfile
✅ Deploy an application
✅ Bonus: IaC, GitOps, semantic versioning
Simple enough. Bu…
( 10
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 5
min )
AWS CDK has newly introduced Mixins as a major feature that will become the core of future CDK development, currently available as a Developer Preview.
This feature is expected to significantly change how CDK will be used in the future.
As of November 2025, Mixins is in Developer Preview. Please be aware that the specification and behavior may change significantly in the future.
Mixins is a mechanism for applying composable abstractions to any Construct, regardless of whether it's an L1 or L2 Construct.
It was introduced in CDK v2.229.0, but as of November 2025, it is still in Developer Preview. Not all features are fully available yet, and more functionality and improvements are planned to be added in the future.
This article explains the overview and usage of Mixins in a more accessible …
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If you’re juggling an assignment online about advanced software engineering or preparing real-world projects for your portfolio, check out this resource: Assignment Online
Modern apps — from global chat platforms to live analytics dashboards and multiplayer games — must handle unpredictable traffic, deliver low latency, and survive component failures without downtime. Mastering distributed system design teaches you how to trade consistency for availability, reason about partial failures, and combine multiple technologies into resilient architectures. Employers prize developers who can design systems that continue to work when the network doesn’t.
Distribution & Consistency models
Event-driven architecture & messaging
Microservices & service discovery
State management & storage
Fault tolera…
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CinemaSins drops a 16-minute “Everything Wrong With KPop Demon Hunters” video, poking fun at what a sinning version of that film might sound like—packed with their signature jokes and nitpicks.
The description is basically a self-promo, pointing you to Cinemasins.com, their YouTube channels, a poll, Patreon support, and a whole list of writers and social links (Twitter, Instagram, Discord, Reddit, TikTok, even a book).
Watch on YouTube
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In the high-speed, high-stakes world of modern development, a professional’s worth is measured by two inseparable metrics: the depth of their technical skill and the breadth of their public trust. It is a paradox of the digital age that the very transformation making us better technically (the shift from coder to engineer) must be validated by transparent, human feedback (public review platforms).
My name is Simon Leigh, and as the Director of Pure Reputation, I spend my professional life at the intersection of expertise and trust. The two concepts—internal competence and external accountability—must converge, or the foundation of a career, or an organization, will prove fragile.
We must understand that our professional value chain starts with a profound mindset shift happening within the …
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Generative Simulation Benchmarking for smart agriculture microgrid orchestration with zero-trust governance guarantees
It was during a late-night research session analyzing energy consumption patterns in automated vertical farms that I had my breakthrough moment. While studying the complex interplay between renewable energy sources, crop growth algorithms, and security protocols, I realized that traditional simulation approaches were fundamentally inadequate for modeling the dynamic, multi-agent environment of modern smart agriculture microgrids. My exploration of quantum-inspired optimization algorithms revealed that we needed a paradigm shift—one that could generate realistic simulation environments while maintaining ironclad security guarantees.
During my investigation of agricultural…
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TypeScript’s structural type system is convenient and flexible: two types are compatible when their shapes match.
That convenience can become a problem when you want different domain concepts (e.g. UserId vs ProductId) to be treated as distinct even though both are plain strings or numbers.
This post explains two effective patterns for making types nominal-like in TypeScript: branding (tagged types) and the unique property pattern (using unique symbol).
You’ll get practical code, runtime-friendly factories and guards, and guidance about trade-offs and pitfalls.
Example of the problem:
type UserId = string;
type ProductId = string;
function getUser(id: UserId) { /* ... */ }
const pid: ProductId = "p-123";
getUser(pid); // allowed — but this is probably a bug
Because UserId and ProductId …
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Modern applications often consist of multiple microservices running independently. In this guide, we will deploy two microservices (Node.js + Python Flask) to AWS ECS Fargate, automatically:
Building Docker images
Scanning with Trivy
Pushing to Docker Hub
Deploying to ECS Fargate with Application Load Balancer
Routing paths /users and /orders
All using OpenTofu (Terraform alternative).
microservices-ecs-tofu/
├── services/
│ ├── user-service/
│ │ ├── Dockerfile
│ │ ├── app.js
│ │ ├── package.json
│ │ └── node_modules/...
│ └── order-service/
│ ├── Dockerfile
│ ├── app.py
│ └── requirements.txt
└── tofu/
├── ecs.tf
├── iam.tf
├── network.tf
├── main.tf
├── terraform.tfvars
├── variables.tf
└── scripts/
└── build_scan_…
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‘Two for the Money’ Rewatchables Recap
Bill Simmons, Chris Ryan, and Cousin Sal fire up their favorite Monday night parlay to revisit the 2005 sports thriller Two for the Money (starring Matthew McConaughey, Al Pacino, and Rene Russo). They kick things off with a cold open, dive into the movie’s high-stakes betting dynamics, pick their most rewatchable scene, and roll out their signature rating categories.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is powered by Subaru’s Share the Love® Event and State Farm. Don’t forget to hit up The Ringer’s YouTube channels and social feeds to keep the conversation going!
Watch on YouTube
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For cross-border e-commerce businesses, the digital marketplace is filled with opportunities, but it also comes with its share of risks. When running an online store that serves customers in different countries, the website is constantly exposed to a range of cyber threats, from bot attacks and credit card fraud to data scraping and denial-of-service (DoS) attacks.
One such e-commerce business, an independent store selling specialized products across multiple countries, faced a growing number of security challenges. After suffering from bot-driven fraud attempts, scraping, and some SQL injection attempts, the owner turned to SafeLine, a self-hosted Web Application Firewall (WAF), to enhance security, regain control, and ensure the integrity of the business. This case study details how Sa…
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The Crime Scene
It was 2 AM on a Tuesday when my phone exploded with alerts. Our e-commerce platform was dying. Response times had ballooned from 200ms to 45 seconds. The CPU graphs looked like a heart monitor during a cardiac arrest.
I logged in, hands shaking, coffee forgotten. The culprit? A seemingly innocent query:
SELECT * FROM products
WHERE description @@ to_tsquery('wireless bluetooth headphones')
ORDER BY created_at DESC
LIMIT 20;
My "fix" from earlier that day: adding a B-Tree index on the description column.
The problem: I'd brought a lockpick to a safe-cracking job.
This disaster taught me something crucial: PostgreSQL indexes aren't just about "making queries faster." They're specialized tools, each designed for specific types of heists—I mean, queries. Using the wrong …
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Building a Real-Time Crypto Arbitrage Monitoring System
RisingWave Labs ・ Nov 25
#productivity
#bitcoin
#database
#datascience
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Why the Next Unicorns Will Be Built With 5 People and AI
Jaideep Parashar ・ Nov 25
#ai
#productivity
#performance
#devops
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A practical guide to lazy regex compilation, efficient string manipulation, publishing production-ready Rust crates, and how I discovered that building a Rust and Regex based code library can actually be even more frustrating that it sounded initially - so hopefully my tears will fuel your dev joy.
If I wasn't already bald, the last 5 years of wrangling integrations with AI LLM build outs would have ensured that my trips to the barber were no longer needed. Topping my list of frustrations has been those annoying and ever present AI generated citations. It's gotten to the point that now I picture them smirking as they send me back the response, their GPUs powered by the anger and stress they have figured out how to extract from my 2am rants each time I read their 'reasoning' literally readi…
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Welcome Back, Code Cleaners!
In Part 4, we conquered async/await and error handling. Today, we're tackling something that separates junior developers from senior developers: mastering array methods and immutability.
I once reviewed code with 47 for-loops. Forty. Seven. The file was 800 lines of nested loops, mutated arrays, and index tracking variables. Refactoring it with array methods cut it down to 200 lines—75% less code that was 10x more readable.
Today's Mission:
Replace loops with map, filter, reduce
Master immutable array operations
Avoid mutation bugs
Chain array methods elegantly
Know when NOT to use array methods
Let's transform your loops into clean, declarative code.
The Problem: Manual loops for transforming data are verbose and error-prone.
const users = [
{ name: 'alice…
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You can debug complex distributed systems. You've optimized algorithms to run in O(log n) time. You understand how neural networks train on backpropagation.
But your resume keeps getting rejected before it reaches a human reviewer.
Here's the frustrating reality: 75% of large tech companies use Applicant Tracking Systems (ATS), and up to 80% of resumes get filtered out before a recruiter ever sees them. Your technical brilliance doesn't matter if your resume can't pass the keyword filter.
The problem isn't your skills. It's that you're optimizing for the wrong system. Most developers treat their resume like documentation- comprehensive, technically precise, focused on implementation details. But Applicant Tracking Systems and recruiters are looking for something different.
This guide shows…
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MAWA - A programming language as simple in syntax as Python but as impressive as Assembler, it could be called Modern Assembler.
Although I have talked about MAWA before, I haven't gone into much detail. In this post, I will discuss it and explain a MAWA command, how it works, and what it does.
For those who did not read the first MAWA post, you can read it at this link: https://dev.to/samuel_leonardo_37aff38b4/mawa-el-lenguaje-de-programacion-del-futuro-2bjh My name is Samuel Leonardo Páez Garzón, I am Colombian, and I am 13.1 years old.
MAWA is a language that is simpler than others, not only in terms of syntax, but also in terms of compilation, being similar to NASM with Assembler.
An example of this is the C or C++ language in low-level mode, which uses a compiler to convert .c or .cpp…
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2025 has been a super productive year for the global freeCodeCamp community. As we start our 12th year as a community, we’re firing on all cylinders, pushing forward more steadily than ever. This year we made substantial improvements to the new Full ...
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Every app that handles user accounts needs a way to confirm who’s who. That’s what authentication is for, making sure the person using an app is the person they claim to be. But doing this securely is harder than it sounds. Traditional methods often ...
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Flexbox is a powerful CSS feature that lets you build user interfaces that fit any screen size. freeCodeCamp just published a Flexbox for beginners course where you'll learn the concepts and code syntax by building your own website navigation bar. If...
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Developers are smart, wonderful people, and they’re some of the most logical thinkers you’ll ever meet. But we’re pretty terrible at naming things 😂 Like, what in the world – out of every other possible name, they decided to name a database after a ...
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It may seem like everyone is a vibe coder these days, and prompting seemed like it would become the new coding. But is this AI-generated code really deployable? Bragging on social media about a clever script is one thing, but pushing a vibe coded app...
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If you're learning JavaScript, you've probably heard the term "closure" at some point. In many developers' experience, just hearing this word can trigger anxiety. In nearly 17 years of programming experience, I've noticed that closures are one of the...
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President Donald Trump’s new “Genesis Mission” unveiled Monday is billed as a generational leap in how the United States does science akin to the Manhattan Project that created the atomic bomb during World War II.
The executive order directs the Department of Energy (DOE) to build a “closed-loop AI experimentation platform” that links the country’s 17 national laboratories, federal supercomputers, and decades of government scientific data into “one cooperative system for research.”
The White House fact sheet casts the initiative as a way to “transform how scientific research is conducted” and “accelerate the speed of scientific discovery,” with priorities spanning biotechnology, critical materials, nuclear fission and fusion, quantum information science, and semiconductors.
DOE’s own re…
Earlier in the month, IQOO said that it was bringing the self-named IQOO 15 onto our shores, but fell short of providing a specific date for the event. Until now. The vivo sub-brand has officially confirmed that the phone will launch on 9 December. As a quick primer, the phone is equipped with a Snapdragon […]
The post IQOO 15 Gets 9 December Launch Date In Malaysia appeared first on Lowyat.NET.
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Huawei has unveiled the Mate X7 as its latest foldable smartphone in China, succeeding the Mate X6. Compared to its predecessor, the new handset comes with slightly bigger screens, among other improvements. Starting off with the display, the Mate X7 sports an 8-inch LTPO OLED inner display with a 2,416 × 2,210 pixel resolution. Meanwhile, […]
The post Huawei Mate X7 Debuts In China With 8-Inch Inner Display, 50MP Cameras appeared first on Lowyat.NET.
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ShopeePay is expanding its SPayLater offering with a new financing option aimed squarely at Malaysians looking to buy a motorcycle. Simply known as SPayLater Motorcycle, the service takes the platform’s existing Shariah-compliant installment model and extends it to vehicle purchases, giving users a fully digital and more accessible alternative to traditional bank loans. Through this […]
The post ShopeePay Introduces SPayLater Motorcycle, Offering Shariah-Compliant Bike Financing appeared first on Lowyat.NET.
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The third-generation Range Rover Evoque is set to arrive as a fully electric vehicle built on the Jaguar Land Rover Electrified Modular Architecture (EMA). An electric Evoque was first proposed in JLR’s ambitious Reimagine strategy in 2021. However, the new EV isn’t expected to debut until at least the end of 2027, with customer deliveries […]
The post Next Generation Range Rover Evoque To Be Full-On EV appeared first on Lowyat.NET.
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The SAIC-Audi joint venture brand, AUDI, recently unveiled its E SUV Concept at the Guangzhou Auto Show. According to the automaker, the concept is a preview of the brand’s second model, the AUDI E8 SUV. AUDI, styled in capital letters and without the iconic four-ring logo, is currently a China-only brand and launched in November […]
The post China’s AUDI Unveils E SUV Concept At Guangzhou Auto Show appeared first on Lowyat.NET.
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The JBL Grip is now officially available in Malaysia. Designed for the outdoors, the ultra portable speaker is designed to produce powerful sound while weathering the elements and hard knocks, literally. “The new JBL Grip is your music’s new co-pilot. It is built like a tank, seriously: waterproof, dustproof, and drop-proof (it will survive concrete). […]
The post JBL Grip Now Available In Malaysia; Retails For RM599 appeared first on Lowyat.NET.
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Hyundai’s luxury brand Genesis recently unveiled its first production high-performance model, the GV60 Magma, at the brand’s global Magma world premiere. Alongside the fully electric (EV) crossover SUV, Genesis also showcased the Magma GT Concept, hinting at the future direction of its performance sub-brand. Since the GV60 Magma is based on the standard GV60 EV, […]
The post Genesis Unveils GV60 Magma; Its First High-Performance EV appeared first on Lowyat.NET.
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The government is studying a proposal to introduce a mandatory floor price for courier services, revealed Communications Minister Datuk Fahmi Fadzil via a written reply in Parliament today. He said the idea is still being evaluated through a cost audit and a review of the industry’s pricing structure to ensure any minimum rate would support […]
The post Government Mulls Mandatory Floor Price For Courier Services appeared first on Lowyat.NET.
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It looks like OnePlus is still not done with 2025 yet, as it had just recently revealed three more devices that are coming soon. Slated to launch in select markets next month is the OnePlus 15R, the Pad Go 2, and the Watch Lite. The OnePlus 15R is a new entry to the brand’s current […]
The post OnePlus 15R, Pad Go 2, And Watch Lite Officially Unveiled appeared first on Lowyat.NET.
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A solo Bitcoin miner recently scored a one-in-180 million chance when they got a chance to solve a pretty hefty block. And hefty it was, as their mining efforts netted them a reward of US$270,000 (~RM1.12 million). At the time of writing, the value of a single Bitcoin is currently rated at RM362,944, their earning […]
The post Solo Bitcoin Miner Scores Block Worth US$270,000 appeared first on Lowyat.NET.
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. What’s next for AlphaFold: A conversation with a Google DeepMind Nobel laureate In 2017, fresh off a PhD on theoretical chemistry, John Jumper heard rumors that Google DeepMind had moved on from game-playing…
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For decades, business continuity planning meant preparing for anomalous events like hurricanes, floods, tornadoes, or regional power outages. In anticipation of these rare disasters, IT teams built playbooks, ran annual tests, crossed their fingers, and hoped they’d never have to use them. In recent years, an even more persistent threat has emerged. Cyber incidents, particularly…
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My newsletter (Pithy Cyborg | AI News Made Simple) just made it into the top 100 Rising in Tech on Substack. Funny thing is, I don't have any fancy guru or premium badges, lol. At any moment, I half-expect security to show up and kick me out for a lack of credentials. "Sir... we don't accept your kind in here."
PS: My newsletter will not last on the "Rising" list because I totally suck at marketing.
But, I'm very happy at this accomplishment. And, I'm honored that anyone actually reads it.
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1. Thermodynamics Laws: Energy, Momentum, and Entropy in Systems
First Law: Energy Conservation (Momentum Problem)
Core Concept: Energy cannot be created or destroyed, only transformed. Solves the "energy problem" in thermodynamics by addressing insufficient energy extraction from systems through efficient journey optimization.
Problem Formalization:
Linear journey from A to B: Distance = 10 units (e.g., centimeters, meters, kilometers).
Halve the journey (e.g., 10 to 5 meters) to cut time in half.
Warp space-time via a "bubble" (phenomenological/ontological lensing bubble—unpoppable, multi-lensing).
Do half the work twice: Use momentum to overlap segments (two homogeneous functions: H from A to half-B, overlapping to B).
Double energy for instantaneous arrival (light spee…
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Hey everyone 👋
My name is Sebastien Lato and I'm a mobile & web developer (SwiftUI, React, Next.js, Python) building apps, SaaS tools, and open-source projects. I’ll be sharing:
SwiftUI tips & UI patterns
React / Next.js tricks
Indie dev & SaaS progress
App design & architecture breakdowns
Looking forward to connecting with other builders 🚀
Follow me here on DEV or on GitHub: https://github.com/sebastienlato
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Best Picture Power Rankings & the Super-Sincerity of ‘Sentimental Value’ kicks off with Sean and Amanda breaking down the looming Warner Brothers Discovery sale—tossing around potential mergers with Paramount, Comcast or Netflix—before moving on to their baffled take on Colleen Hoover’s new adaptation, Regretting You. They then dig into Joachim Trier’s Sentimental Value, debating why some viewers are moved to tears while others just aren’t feeling it.
In the final segment, Trier himself joins the conversation to reveal how much of his own story is stitched into Stellan Skarsgård’s character, why being a keen observer fuels great character work, and the memorable experience of filming in the very neighborhood he grew up in.
Watch on YouTube
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I processed a real wellness website for the Uno Platform AI Challenge. Click the look to take a look to the website
https://snkwellnesscenter.mystrikingly.com/#home)
1.Clean & Professional Branding
2.Simple, Intuitive Layout
4.Content Clarity
6.Good Use of Visual Hierarchy
Different sections are well separated (about, services, contact), and each block is digestible. The headings, paragraphs, and spacing make scanning the page easy.
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A post by Jeenifer Beezer
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Tired of fighting with API responses in Angular? Discover how to transform your data handling from a maintenance nightmare to a developer's dream.
If you've worked with Angular and APIs, you've likely encountered this familiar frustration:
// ❌ The current reality - dumb data containers
interface User {
id: number;
firstName: string;
lastName: string;
createdAt: string; // Wait, why is this a string?
birthDate: string; // And this too?
status: string;
}
// ❌ Business logic scattered everywhere
@Component({
template: `
{{ getUserFullName(user) }}
{{ isUserActive(user) }}
{{ calculateUserAge(user) }}
`
})
export class UserComponent {
// Why is this logic in my component?
getUserFullName(user: User): string {
return `${user.fir…
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What happens when the perfect prompt is achieved, but the desired outcome is still suboptimal due to biases in the data used to train the AI model? Does this signify the need for a new paradigm in AI development, one that prioritizes data curation over prompt engineering?
Publicado automáticamente
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For years, fintech was seen as a patchwork of separate services: payment processors here, banking APIs there, crypto exchanges somewhere on the side. Each solved a narrow problem, often without deep integration or a shared architecture. But the industry has quietly crossed a critical threshold — it’s no longer a set of tools. It’s becoming an interconnected digital infrastructure layer, and this shift fundamentally changes the developer’s role in fintech.
We’re entering a phase where building financial products looks less like feature development and more like ecosystem engineering. The modern fintech stack increasingly spans payments, identity, compliance automation, real-time risk scoring, blockchain rails, tokenized assets, data streaming, and multi-cloud infrastructure — all operating …
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Yaar, we've all been there - sitting in those endless architecture review meetings where everyone's throwing around buzzwords like "microservices" and "cloud-native," but when push comes to shove, the system crashes during the first demo to client. Sound familiar? Let's cut through the noise and understand what really makes software architecture tick - from managing your team dynamics to building systems that won't give you sleepless nights.
SOFTWARE ARCHITECTURE
|
┌──────────────────────┼──────────────────────┐
| | |
TEAM DYNAMICS TECHNICAL DESIGN QUALITY & PROCESS
| …
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Ethereum ha recorrido un largo camino desde ser “esa blockchain que ejecuta smart contracts”. En 2025, es básicamente la columna vertebral de la mitad de las herramientas con las que los desarrolladores están experimentando: redes L2, zk-rollups, protocolos de restaking, cadenas modulares y un sinfín de nuevos proyectos de infraestructura.
Pero más allá del hype, la razón por la que ETH sigue siendo el favorito de los desarrolladores es simple:
Ya sea que estés creando aplicaciones descentralizadas, trabajando con activos tokenizados o experimentando con integraciones entre IA y blockchain, ETH suele ser el activo más confiable, documentado e interoperable.
🚀 ¿Qué hace que Ethereum siga siendo tan relevante para los desarrolladores?
1. El ecosistema de desarrolladores más sólido
Desde her…
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How I transformed notification logging from a blocking operation to a non-blocking batch system, handling 100,000+ logs efficiently?
After refactoring my Firebase notification service into a queue-based architecture (Part 1) and breaking down the monolith into clean utilities (Part 2), I hit another bottleneck: logging. Saving push notification results to the database was blocking my notification sending pipeline, adding 30-50% overhead to every batch operation.
Here's how I transformed the logging system from a synchronous bottleneck into an efficient asynchronous batch processor that handles 100,000+ logs without breaking a sweat.
In the refactored queue-based system, the flow looked like this:
Query DB → Filter Users → Send Notifications → ❌ WAIT for logs to save → Next chunk
…
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Les développeurs Web3 ont une opportunité unique en 2025. Les entreprises cherchent des solutions plus simples, les utilisateurs veulent de la transparence et les fondateurs early stage cherchent des prototypes rapides. La bonne nouvelle est que beaucoup de projets Web3 utiles peuvent être construits par un seul développeur.
L’accessibilité du marché augmente aussi grâce aux services qui simplifient les interactions avec les actifs numériques. Les paiements crypto, par exemple, deviennent bien plus faciles pour les utilisateurs grâce à des outils comme MoonPay, ce qui permet aux développeurs de créer des produits Web3 plus intuitifs et plus compatibles avec le grand public.
Voici dix idées concrètes que vous pouvez coder cette année.
1. Un explorateur Web3 minimaliste pour débutants
Créer …
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Sean and Amanda dive headfirst into the looming Warner Bros. Discovery sale, debating whether Paramount, Comcast or Netflix will swoop in and what that means for the media landscape. They then shift gears to the baffling new Colleen Hoover adaptation Regretting You, sharing equal parts confusion and curiosity over its surprising twists.
Next up: Joachim Trier’s Sentimental Value. They unpack why some viewers are moved to tears while others remain unmoved, then bring Trier himself on the mic to reveal how much of his own life seeps into Stellan Skarsgård’s character, the art of deep listening in filmmaking, and the nostalgia of shooting in his childhood neighborhood.
Watch on YouTube
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Shipped a tiny tool: Recipe Step Normalizer.
Paste a list of recipe steps → get clean, numbered JSON you can use in code or automation.
Demo: https://recipe-title-normalizer.vercel.app/step-normalizer
Code: https://github.com/FelixJohnsson/recipe-title-normalizer
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As developers, we love clean architecture, elegant APIs, and systems that don’t explode on Sunday nights.
My “crypto-in-everyday-life” journey started when I tried paying for coffee with USDT during a trip. The terminal froze, the barista stared at me like I was trying to pay in ancient runes, and I realized something important:
Crypto works great - as long as your On/Off-Ramp doesn’t betray you.
On/Off Ramps are the invisible plumbing connecting Web3 to real-world payments.
converting crypto → fiat
fiat → crypto
compliance checks
bank integrations
fraud detection
settlement rails
They’re the reason crypto spending feels like normal spending… or like a debugging session gone wrong.
Some exchanges already provide full-scale solutions - crypto payrolls, instant withdrawals, automated convers…
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Fast forward to December 2024: Anna and her co-founder Art Abal just launched Vana—a blockchain that lets people own and monetize their personal data—and it's valued at over $1 billion before even trading publicly.
But here's the twist that makes this story absolutely wild: Anna's bedroom wall didn't have posters of pop stars or athletes. She had a picture of Janet Yellen, the U.S. Treasury Secretary.
This is the story of two Filipino entrepreneurs who met at MIT, worked on data labeling projects in Philippine slums, and decided to build a blockchain that could fight back against Big Tech's data monopoly. And spoiler alert: they just became the 62nd project on Binance Launchpool, with their mainnet launching on December 16, 2024.
Let's dive in.
Anna Kazlauskas came to MIT in 2015 thinking …
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_By: Michael Anggi Gilang Angkasa
🌟Why I Built PQNT
For full repository :
https://github.com/Michael-Obs66/pqnt
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Cross-Modal Knowledge Distillation for smart agriculture microgrid orchestration under multi-jurisdictional compliance
It all started when I was experimenting with multi-modal AI systems for environmental monitoring. I had been working on a project that combined satellite imagery, IoT sensor data, and weather patterns to predict crop yields. During my investigation of knowledge transfer between different AI modalities, I stumbled upon something fascinating: the same techniques I was using to transfer learning between vision and sensor models could revolutionize how we manage agricultural microgrids across regulatory boundaries.
While exploring cross-modal distillation techniques, I discovered that the challenge wasn't just about transferring knowledge between different data types, but ab…
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Modern teams can resolve production issues faster by connecting Xperience by Kentico with n8n and AI coding agents. The goal is simple: capture errors, route them to an orchestrated workflow, classify root causes, and draft fixes as governed pull requests. Keep humans in control, protect secrets, and maintain a complete audit trail. 💡🛠️🔒
This post lays out a practical architecture for software engineers, DevOps practitioners, and solutions architects. It covers event collection, scheduled forwarding, n8n orchestration, AI triage, GitHub automation, and governance. The design emphasizes human-in-the-loop, security, and observability at every step. Why this matters, you get speed without losing control. 🙂📈
Event capture in Xperience by Kentico via the built-in event log. ✅
Scheduled tas…
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Everything Wrong With The Wiz In 15 Minutes Or Less
With Wicked back in theaters, the CinemaSins team takes a quick spin down the yellow brick road to pick apart the 1978 classic The Wiz in their trademark snarky style—all under 15 minutes.
They also plug their full slate of social handles, from YouTube channels (@TVSins, @CommercialSins, @CinemaSinsPodcastNetwork) to Twitter, Instagram, TikTok, Discord, Reddit, a sinful poll and Patreon support, while giving a shout-out to their writing squad.
Watch on YouTube
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TL;DR
Cinemasins just dropped “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” a rapid‐fire, tongue‐in‐cheek rundown of every nitpickable moment in the movie, complete with their trademark witty jabs and “sins” count.
They’ve also spammed the linktree with their other YouTube channels (@TVSins, @commercialsins, @CinemaSinsPodcastNetwork), a sinful poll, Patreon support, and a full list of writers and social links (Twitter, Instagram, TikTok, Discord, Reddit) for diehard fans to follow.
Watch on YouTube
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Click here to open patent link
More than a decade ago, while leading a team at IBM, I co-authored and successfully prosecuted U.S. Patent 8,635,366 — “Communication Routing” — a foundational invention in context-aware communication systems.
The goal was simple yet visionary: connect people through the right device at the right time — without GPS or invasive tracking.
Back then, GPS was expensive, unreliable indoors, and privacy concerns were rising. Our patented method used existing enterprise access control data (badge swipes) to infer location and route calls — a low-cost, privacy-first alternative that predated modern AI presence systems by nearly a decade.
Key Innovation (Claim 1): “Routing communication to an individual by identifying current location from access control information.…
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Part 1: Decision-Making, Architecture, and Problem Solving
Executive Summary
whether to use AI—it’s how intentionally you use it while preserving engineering judgment.
As a senior backend engineer working with Laravel and distributed systems, I’ve spent the past couple of months developing a structured AI-assisted workflow. The outcome?
✔️ 70% faster execution on delegated tasks
✔️ Zero compromise on architectural or business logic integrity
✔️ Cleaner design decisions backed by structured reasoning
This framework is not about replacing human engineers. It’s about establishing a hybrid model where AI accelerates mechanical execution, and engineers lead architecture, decision-making, and correctness.
I wasn’t always this disciplined. When I first started using AI, I treated it like a magic …
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A post by Sumit kumar
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A post by DenisC
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TL;DR
CinemaSins takes on KPop Demon Hunters in a rapid‐fire 16-minute “Everything Wrong With…” roast, poking fun at the movie’s plot holes, over-the-top demon battles and K-pop flair with their signature sin count.
They also plug their website and YouTube channels (@TVSins, @commercialsins), a fan poll, Patreon support, and drop all their writers’ social handles plus Discord, Reddit, TikTok and Instagram links for anyone who wants more behind-the-scenes shenanigans.
Watch on YouTube
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Welcome Back to Clean Code!
In Part 1, we conquered naming. In Part 2, we mastered functions. Today, we're unleashing the modern JavaScript features that will make your code shorter, cleaner, and more expressive.
I once reviewed code that had 15 lines of defensive null checking:
if (user && user.address && user.address.location && user.address.location.city) {
console.log(user.address.location.city);
}
With optional chaining, it became one line:
console.log(user?.address?.location?.city);
Today's Arsenal:
Destructuring (unpack data cleanly)
Template Literals (readable string formatting)
Optional Chaining (safe property access)
Nullish Coalescing (better defaults)
Spread Operator (immutable operations)
Let's dive in!
The Problem: Accessing nested properties is verbose and repetitive.
…
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Headscale is an open-source server that works like Tailscale's control server. You can run it yourself instead of using Tailscale's hosted service. This gives you full control over your VPN network without device limits or subscription fees. Here's how to set it up and connect your devices.
Tailscale is a VPN built on WireGuard. It works like other mesh VPN tools such as Netmaker. Tailscale runs WireGuard in user space, while Netmaker uses kernel-space WireGuard. This means Tailscale has slightly lower performance than kernel-space solutions. But it's still much faster than OpenVPN and easier to use.
Here's what makes Tailscale useful:
Simple setup:
No firewall configuration needed.
Easy network setup.
Security:
Automatic key rotation.
End-to-end encryption by default.
Ac…
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Introduction
Do you experience this every time you write HTTP requests?
// Configuration is too complex...
const response = await axios.post('https://api.example.com/users', data, {
headers: {
'Content-Type': 'application/json',
'Authorization': `Bearer ${token}`
},
timeout: 5000,
httpsAgent: new https.Agent({
rejectUnauthorized: false // Writing this for self-signed certificates every time...
})
});
const user = response.data; // Why do I need to write .data every single time?
// Error handling is a nightmare
try {
await axios.get('/api/data');
} catch (error) {
// error.response?.data?.message? error.response?.status? error.config?.url?
// Always checking docs to find where things are...
console.log('Status:', error.response?.status);
console.log('Mes…
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The Ultimate Guide to AI-Powered Marketing Automation: Building Autonomous Systems That Convert
Introduction: The Dawn of Autonomous Marketing
The strategies outlined in the Test Marketing Book are already being adopted by leading product developers to significantly reduce launch risk. Learn more →
The landscape of business is changing faster than ever, driven by two powerful forces: marketing automation and Artificial Intelligence (AI). For years, businesses have relied on automation to handle repetitive tasks—scheduling emails, posting social media updates, and segmenting basic lists. But true transformation requires moving beyond simple efficiency. It demands autonomy.
This guide is not about setting up another drip campaign. It’s about building a self-optimizing, intellig…
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The Ultimate Guide to Autonomous Marketing: How AI, Automation, and Strategy Drive Exponential Growth
Introduction: The New Dawn of Marketing Efficiency
The strategies outlined in the Test Marketing Book are already being implemented by leading startups to validate new product launches. Learn more →
For decades, marketing has been a game of intuition, effort, and often, educated guesswork. We’ve chased trends, optimized campaigns manually, and spent countless hours analyzing data that was often outdated before the coffee got cold.
But the rules have changed.
We are standing at the precipice of a revolution—a shift from reactive, labor-intensive marketing to proactive, intelligent, and truly autonomous marketing. This isn't just about scheduling social media posts or setting u…
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I’ve spent the last few months poking at public websites that belong to small U.S. towns, school districts and counties. Not as an attacker, but as the guy who built a small open‑source scanner called CivicMeshFlow.
Most of these sites sit on old PHP stacks and very tired CMS installs. Nobody gets promoted for "fixing security headers", and budgets are usually eaten by whatever crisis is happening this month.
Still, these sites handle real people’s data. So I started running systematic scans, keeping notes as I went.
Very quickly a pattern showed up: different vendors, different designs, but the same security mistakes repeating everywhere.
This post is basically my field notes. If you’re responsible for a public‑facing municipal site and only have an hour here and there, this should give y…
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Unlocking Soccer Secrets: AI-Powered Play Analysis from Broadcast Footage
\Imagine trying to decipher the complex strategies of a soccer match just by watching the broadcast. It's like trying to understand a symphony by only hearing individual instruments – you miss the overall harmony. Current AI struggles to reliably extract play-by-play data from video, hindering deeper tactical insights.
But what if AI could understand the 'why' behind every pass, every tackle, every run? The key lies in combining computer vision with tactical understanding. Imagine a system that not only recognizes player actions but also interprets them within the context of the game's strategic flow.
This new approach uses 'tactical priors' – knowledge of common formations, player roles, and strategic patterns – t…
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Recent developments include the launch of Confidential Compute Open Network (COCOON) and the integration of tokenized US stocks and digital collectibles.
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A surge in institutional and retail demand has pushed CME’s crypto average daily volume up 132% year-over-year, with open interest climbing 82%.
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The recovery lifted BNB above multiple resistance zones, but the relatively low volume behind the move may limit follow-through as traders watch the $870 level.
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The event is being called its biggest software upgrade yet, which boosts the network’s capacity and improves token economics.
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Network fundamentals improved alongside price action as token demonstrated resilience following recent consolidation period.
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Volume surge validates advance despite token's underperformance versus broader crypto market rally.
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With XRPZ debuting on NYSE Arca, Franklin becomes the latest financial heavyweight betting on crypto’s future in global payments.
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The price of bitcoin jumped back above $87,000 and crypto miners with a focus on AI/high-performance computing are surging.
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The advance occurred alongside a rally in data center and high-performance computing stocks.
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Soft demand, low volume and concerns over token distribution weighed on early market sentiment.
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The $0.1495 resistance level remains a significant barrier, while $0.144 serves as the last short-term support.
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The bitcoin price drop to $80,000 last week reflected a mix of macro pressure, fading regulatory momentum and thinning liquidity that has tested bitcoin’s maturity.
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Traders should watch for potential breakdowns below $2.03, which could lead to further declines toward $1.91.
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Tom Lee's company increased its crypto holdings last week despite sitting on around $4 billion in unrealized losses on its ETH bet.
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Cronos (CRO) was also a top performer, rising 9.7% over the weekend.
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The total supply of MON is 100 billion tokens, with 10.8% currently unlocked and in circulation.
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Crypto is stuck in a second-year post-halving slump, with ETF outflows and jittery long-term holders pushing bitcoin toward the bank’s bear-case outlook.
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The latest crypto slide has created an attractive entry point for the two companies' stocks, with core USDC and bitcoin theses still intact.
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The company's stock valuation sits near cycle lows as index exclusion chatter grows.
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The bank sees new upside for bitcoin miners as HPC partnerships reshape the sector.
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The deal between Upbit and Naver was reported in September, with suggestions that the former's parent Dunamu would be brought under Naver's financial arm.
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Enlivex Therapeutics is raising $212 million to invest in RAIN, the token of a blockchain-based prediction market, which will become its main treasury reserve asset.
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Your day-ahead look for Nov. 24, 2025
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Revolut is growing its crypto offerings, including a recent partnership with Polygon Labs and a MiCA license to offer crypto services across Europe.
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Bitcoin’s struggle to reclaim the $90,000 range leaves the broader crypto market vulnerable, with altcoins suffering sharp liquidity-driven underperformance.
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Rising margin bitcoin longs show confidence despite bitcoins ongoing correction.
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The EU’s central bank says stablecoins draw value from eurozone banks and could pose a risk to global financial stability.
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Underground activity expands as cheap power, miner demand and softer policy signals support a renewed mining push in key provinces in China.
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Animoca Brands received in-principle approval from Abu Dhabi’s FSRA to operate as a regulated fund manager within ADGM.
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Your look at what's coming in the week starting Nov. 24.
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Thailand-based Bitkub is considering an IPO in Hong Kong to raise approximately $200 million.
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The $80K BTC put is now the most popular options play on Deribit.
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DOGE – the memecoin – edged past the CoinDesk 20 and the CoinDesk memecoin index as the White House announced Elon Musk's government efficiency initiative is to shutter.
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The U.S.-listed spot bitcoin ETFs saw a record $40 billion in trading volume last week, with IBIT leading the way.
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Anthropic released its most capable artificial intelligence model yet on Monday, slashing prices by roughly two-thirds while claiming state-of-the-art performance on software engineering tasks — a strategic move that intensifies the AI startup's competition with deep-pocketed rivals OpenAI and Google.
The new model, Claude Opus 4.5, scored higher on Anthropic's most challenging internal engineering assessment than any human job candidate in the company's history, according to materials reviewed by VentureBeat. The result underscores both the rapidly advancing capabilities of AI systems and growing questions about how the technology will reshape white-collar professions.
The Amazon-backed company is pricing Claude Opus 4.5 at $5 per million input tokens and $25 per million output tokens — a…
Microsoft has introduced Fara-7B, a new 7-billion parameter model designed to act as a Computer Use Agent (CUA) capable of performing complex tasks directly on a user’s device. Fara-7B sets new state-of-the-art results for its size, providing a way to build AI agents that don’t rely on massive, cloud-dependent models and can run on compact systems with lower latency and enhanced privacy.
While the model is an experimental release, its architecture addresses a primary barrier to enterprise adoption: data security. Because Fara-7B is small enough to run locally, it allows users to automate sensitive workflows, such as managing internal accounts or processing sensitive company data, without that information ever leaving the device.
How Fara-7B sees the web
Fara-7B is designed to navigate use…
React simplifies building user interfaces with hooks like useState for managing dynamic values. But it's common to overuse useState. This often leads to duplicated data and unnecessary complexity. For instance, you might store a full name in state wh...
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Welcome back to The State of AI, a new collaboration between the Financial Times and MIT Technology Review. Every Monday, writers from both publications debate one aspect of the generative AI revolution reshaping global power. In this week’s conversation MIT Technology Review’s senior reporter for features and investigations, Eileen Guo, and FT tech correspondent Melissa…
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In 2017, fresh off a PhD on theoretical chemistry, John Jumper heard rumors that Google DeepMind had moved on from building AI that played games with superhuman skill and was starting up a secret project to predict the structures of proteins. He applied for a job. Just three years later, Jumper celebrated a stunning win…
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Meet the man building a starter kit for civilization You live in a house you designed and built yourself. You rely on the sun for power, heat your home with a woodstove, and…
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Honda Malaysia may have teased the 2026 Prelude in a recent social media video, showing a quick glimpse of the rear and hinting at a possible local debut. Previously, the sports coupe was only displayed at KLIMs 2024. Back in September, the Honda Prelude was launched in Japan, where it is offered in two variants, […]
The post Honda Malaysia Teases Possible Debut Of 2026 Prelude appeared first on Lowyat.NET.
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Back in August, YTL launched Ryt Bank as the nation’s first AI-powered digital bank. Among the perks introduced at launch include an interest rate of up to 4% per annum, which the bank has now decided to retain. Aside from that, the bank is offering new rewards and perks for its customers. Starting 1 December […]
The post Ryt Bank Retains 4% p.a. Interest Rate; Introduces Rewards For December appeared first on Lowyat.NET.
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realme has officially launched its GT 8 Pro flagship smartphone series in Malaysia, making it the latest addition to the growing list of Snapdragon 8 Elite Gen 5 devices available locally. Unlike the series’ initial debut in China back in October, it looks like we won’t be getting the non-Pro model here. Fortunately, given that […]
The post realme GT 8 Pro Launches In Malaysia; Starts From RM4,299 appeared first on Lowyat.NET.
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Grab Malaysia is rolling out a new Book Table feature, tailored for customers who want to Dine Out. In short, the app now allows you to make a reservation at participating restaurants via the Grab app. The function of Book Table is pretty much self-explanatory. You open the app, tap on the Dine Out option, […]
The post Grab Rolls Out New Book Table Feature For Dining Out appeared first on Lowyat.NET.
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BYD has officially previewed the Yangwang U9 Extreme at the ongoing 2025 Auto Guangzhou revealing that the electric hypercar is limited to just 30 units. The U9 Extreme has already made headlines by shattering records at the Automotive Testing Papenburg site and at the iconic Nürburgring track, reaching a top speed of 496.22 km/h. As […]
The post BYD Unveils Yangwang U9 Extreme; A 3,000hp Electric Hypercar appeared first on Lowyat.NET.
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The ASUS ROG Matrix GeForce RTX 5090 will be making its way to our shores this December. Announced back in August of this year, the card is the brand’s second souped-up version of NVIDIA’s flagship Blackwell GPU. Running through its specs quickly, the ROG Matrix RTX 5090 features 32GB GDDR7 graphics memory, along with a […]
The post ASUS ROG Matrix GeForce RTX 5090 Landing This December In Malaysia appeared first on Lowyat.NET.
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Touch ‘n Go (TnG) eWallet operator TNG Digital has announced that it is extending the cashback campaign for the platform’s Visa Travel Card. Initially set to end by late 2025, the promotion will now end on 31 December 2026 – giving users another whole year to enjoy the benefits provided. Speaking of which, as revealed […]
The post TNG Digital Extends Visa Travel Card Cashback Campaign To 31 December 2026 appeared first on Lowyat.NET.
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The off-roading marque Jeep has unveiled the fully electric Recon, which the brand claims is its only “Trail Rated” EV SUV. The model will be offered in two variants: the standard trim and Moab trim. Design-wise, the electric Recon features an illuminated seven-slot grille upfront, complemented by U-shaped daytime running lights and a full suite […]
The post Jeep Unveils The Recon; First Fully Electric Trail-Rated SUV appeared first on Lowyat.NET.
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A company in Shanghai, China recently came under fire over an ownership dispute between it and one of its interns – the latter won an NVIDIA GeForce RTX 5060 in a raffle event, which the former claims belongs to them, stating that the incident occurred on its dime. Here’s what happened: On 14 November, the […]
The post A Chinese Intern Quit Their Job Over An NVIDIA RTX 5060 They Won During A Business Trip appeared first on Lowyat.NET.
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Earlier this year, Digital Extremes announced that it will begin the Android Closed Beta for Warframe. At the time, there had been no confirmed date for the beta, with the developer only mentioning that it is coming this fall. Now, the company has announced that the Warframe Android Closed Beta will begin this week, on […]
The post Warframe Android Closed Beta To Start 28 November appeared first on Lowyat.NET.
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The US’ Trump administration is reportedly considering the possibility of allowing NVIDIA to sell its H200 AI chips to China. Supposedly, the consideration is being mulled over as a part of a bilateral detente to boost prospects for exports of advanced US technology to the Asian powerhouse. “The administration is committed to securing America’s global […]
The post US Government Floats Possibility Of Selling NVIDIA H200 AI Chips To China appeared first on Lowyat.NET.
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Qualcomm has confirmed that Android’s upcoming Quick Share compatibility with Apple’s AirDrop won’t be limited to Google’s Pixel 10 phones. In a post on X, the chipmaker said it “can’t wait for people to use this once enabled on Snapdragon in the near future,” effectively signalling that a wide range of Snapdragon-powered devices will eventually […]
The post Qualcomm Confirms Snapdragon Devices Will Support Quick Share-To-AirDrop appeared first on Lowyat.NET.
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Why a Regression Coefficient Can Turn Negative When the Bivariate Relationship Is Clearly Positive
One plot that instantly breaks every intuition you had about regression coefficients.
Take a good look at that green line sloping down.
That single line is the clearest proof you’ll ever see that regression coefficients can lie — beautifully — when multicollinearity is severe.
One of the deepest and most frequently misunderstood concepts in multiple linear regression:
The regression coefficient is not the simple bivariate slope.
partial effect of that variable while holding all other predictors constant.
When severe multicollinearity exists, "holding all other predictors constant" becomes a counterfactual — often physically impossible — scenario. In such cases, the sign of the coefficient …
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The Pedantic Defense: How 'Legal' Gatekeeping Violates the Spirit of Open Source
A response to a common, yet misguided, justification for walled gardens in open-source projects.
Recently, I raised concerns about the open-source project, Archi, and its scripting plugin, jArchi. Both use the permissive MIT license, yet their maintainers engage in practices like geoblocking, paywalling support, and banning users—not only for VPN use but even for attempting to access download links from multiple IP addresses.
The core defense offered by a project member or loyalist was a pedantic one, posted on Reddit. The ensuing discussion led to the complete removal of my post by moderators.
"Neither their website, nor plugins or the support forum are covered by a software license. Moreover, they are not …
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Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is a YouTube video by CinemaSins that playfully rips into the film “KPop Demon Hunters.” The description is mostly a link roundup—directing viewers to CinemaSins’ website, various YouTube channels, social media profiles, a fan poll, their Patreon, and a list of the writers and contributors behind the video.
Watch on YouTube
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📊 O que são Core Web Vitals?
Core Web Vitals são métricas essenciais definidas pelo Google para medir a experiência do usuário em websites. Elas impactam diretamente o SEO e o ranking do site nos resultados de busca.
(Maior Renderização de Conteúdo)
O que mede: Tempo para carregar o maior elemento visível na tela
Metas de Performance:
🟢 4s - Ruim
Elementos comuns: Imagens hero, banners, blocos de texto grandes
(Atraso da Primeira Interação)
O que mede: Tempo entre a…
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min )
Error Handling in React with react-error-boundary
Aurora Scharff takes a detailed look at using react-error-boundary to prevent full app crashes when React components throw errors. She explains three ways to show fallback UIs, where to strategically place boundaries at route or feature levels, and how to handle async errors using the useErrorBoundary hook or React 19’s automatic error boundary integration with Actions and useTransition
State of React 2025
The State of React Survey is now open! Test your React knowledge and share your insights to help track which APIs and libraries are really catching on across the ecosystem. I'd appreciate it a lot if you could take a moment to pick Next.js Weekly as one of your go-to resources.
If you wanna get these updates in your inbox every week, …
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Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is CinemaSins’ latest rapid-fire roast of the fun, over-the-top demon-hunting musical. In under 16 minutes they tally every trope, plot hole and eye-roll-worthy moment, all while cracking jokes and keeping the pace lightning-fast.
On top of the sinning, they drop links to their socials, invite you to join polls and Discord, plug Patreon support, and give shout-outs to the writers behind the mayhem. It’s a cheeky, self-aware send-up that’s part critique, part variety show.
Watch on YouTube
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Introducing YasuiJS — A Modern, Minimal REST Framework for Any Runtime
Thomas BARKATS ・ Nov 6
#typescript
#webdev
#backend
#api
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If you work with Entity Framework Core long enough, you’ll eventually hit the “migrations wall”:
“The contextual keyword 'var'…“? No.
“Cannot drop database because it is currently in use”? Sometimes.
But more often it’s one of these three classics:
“Your startup project doesn’t reference Microsoft.EntityFrameworkCore.Design”
“The Entity Framework tools version 9.0.5 is older than runtime 10.0.0”
“Your target project TechNotes doesn’t match your migrations assembly TechNotes.Infrastructure”
The good news: these errors are 100% normal in real-world, multi-project solutions—and they’re also 100% fixable once you understand what EF Core is trying to tell you.
This post is a copy‑paste‑ready troubleshooting guide you can keep open in your terminal while you work.
Design‑Time Package Missin…
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The Purpose:
Credit card information
SSNs/TaxIDs
Email addresses
Access Tokens/API Keys
Customer IDs
Session identifiers
If these logs reach Splunk, ELK, CloudWatch, S3, or shared storage without redaction, companies can violate PCI DSS, GDPR, HIPAA, SOX, CCPA, and internal info-sec policies.
Goal:
This Gives:
🔒 Security (no raw PII/PCI stored in logs)
Why Aho–Corasick for Log Interception?
Regex is powerful but slow — especially when scanning logs with 50+ sensitive patterns.
Aho–Corasick builds a finite automaton (trie + failure links) that searches all patterns simultaneously.
Benefits:
If your application handles millions of log lines an hour, Aho–Corasick might be helping hand here, consuming fewer resources.
Architecture
Implementation
Adding the dependencies:
<gro…
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min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
CinemaSins dives into the neon-soaked world of KPop Demon Hunters, rattling off every quibble, plot hole and eyebrow-raising moment in under 16 minutes—complete with their trademark snark and “sins” tally.
Along the way they plug their main site and socials (YouTube channels, Discord, Reddit, TikTok, Instagram), invite you to fill out a quick poll, and encourage adoring fans to fuel the sin machine on Patreon.
Watch on YouTube
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min )
Do companies usually provide their API documentation (Swagger/OpenAPI, etc.) to third-party companies, like integration providers or tools that plug into their system?
If so, is it usually complete, or are parts commonly restricted?
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min )
🔗 Original article in Spanish:
https://dev.to/chainiz/crea-tu-propio-chat-con-claude-en-aws-bedrock-usando-aws-cdk-guia-paso-a-paso-para-principiantes-20ag
Learn how to build and deploy a serverless AI chat application powered by Claude 3.5 Sonnet (Anthropic) on AWS Bedrock, using AWS CDK (Python) — from scratch.
Perfect for beginners exploring AWS, Infrastructure as Code, and generative AI development in the AWS ecosystem.
In this hands-on project you will deploy:
A Lambda function that invokes Claude 3.5 on AWS Bedrock
A REST API built with API Gateway (/chat)
A static web chat interface hosted on S3
Fully automated provisioning using AWS CDK (Python)
This tutorial gives you a complete end-to-end AI application running in minutes.
Make sure you have:
AWS account with Bedrock model acces…
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min )
The 'Slow Productivity' Revolution: Why Doing Less is the Key to Achieving More in the Age of AI
The promise of Artificial Intelligence was a future of unparalleled efficiency—a world where technology would handle the mundane, freeing humanity for strategic, creative, and high-impact work. Yet, for many organizations, the reality has been the opposite. Instead of liberation, AI has often ushered in an era of hyper-acceleration, a relentless demand for more output, faster decisions, and an "always-on" culture that is leading directly to a new, insidious form of exhaustion: AI burnout.
At Veltrex Labs, we stand at the intersection of technological innovation and human potential. We’ve guided countless industry leaders through digital transformation, and we’ve seen this paradox firsthand. T…
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min )
Kirby Air Riders’ “Starlit Journey” Breakdown
8bitMusicTheory dives into Kirby Air Riders’ main theme, “Starlit Journey,” and shows why it’s pure joy from start to finish. You’ll get a timestamped tour through the upbeat intro, catchy verse, soaring chorus, playful bridge and triumphant final choruses—plus a heartfelt outro about loving music.
Want more deep dives (and cool swag)? Hit up the Patreon, merch store, Discord server or follow on Twitter for all the 8bitMusicTheory goodness.
Watch on YouTube
( 6
min )
CinemaSins just dropped “Everything Wrong With The Wiz In 15 Minutes Or Less,” poking fun at every misstep, musical hiccup and costume quirk in The Wiz—just in time for Wicked’s big-screen comeback. Expect rapid-fire snark, sin counters and plenty of “how did that even make it into the movie?” moments.
They’ve also thrown in all their social links (YouTube channels, Discord, Reddit, Instagram, TikTok), a sinful poll to hear your hot takes, and a Patreon shout-out if you want to keep their tiny team in business.
Watch on YouTube
( 6
min )
TL;DR CinemaSins just unleashed their signature “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” dishing out cheeky “sins” and playful jabs at the film while dropping links to their main site, YouTube channels (@TVSins, @CommercialSins, @CinemaSinsPodcastNetwork) and a quick poll so fans can chime in.
The sinful squad—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—also invite you to join their Discord and Reddit communities, follow on Instagram and TikTok, grab Jeremy’s book, and maybe support the team on Patreon for more behind-the-scenes fun.
Watch on YouTube
( 6
min )
This article systematically breaks down the complete implementation of Nginx TCP Layer 4 port proxy and mTLS mutual encryption authentication. It covers core technical principles (TLS/mTLS mechanisms), certificate generation (root CA/server/client workflows), Nginx configuration (Stream module, SSL parameter optimization), and function verification (valid/invalid connection testing) with practical commands. It helps DevOps engineers and developers quickly build secure communication channels, addressing risks like data leakage and unauthorized access in traditional proxy architectures, suitable for encrypted proxy scenarios of TCP services such as Redis and databases.
Source of the article:# NGINX Technical Practice: Configuration Guide for TCP Layer 4 Port Proxy and mTLS Mutual Encryption …
( 13
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
O Angular v21 não é apenas sobre Signals e performance Zoneless; ele marca o início de uma nova era focada na Developer Experience impulsionada pela Inteligência Artificial. A peça central dessa revolução é o MCP Server, uma ferramenta que promete mudar a forma como interagimos com o framework e o CLI.
Se o primeiro artigo foi o seu guia para as features imediatas (Signal Forms), este é o seu mapa para o futuro do desenvolvimento Angular, focado em arquitetura e produtividade de alto nível.
Neste guia, você aprenderá:
O que é o MCP Server e qual seu papel no ecossistema Angular.
Como configurá-lo corretamente no seu projeto.
As melhores práticas para usá-lo em cenários práticos de code generation e refatoração.
1. O Que É o MCP Server? (Managed Code Provider)
O MCP Server…
( 9
min )
Introduction
In this tutorial, you'll learn how to build a fully serverless notes application using AWS services. By the end, you'll have a production-ready app with user authentication, a REST API, and a NoSQL database—all without managing a single server.
What we're building: A notes app where users can create, view, and delete notes with secure authentication.
Tech Stack:
AWS Amplify - Frontend hosting
Amazon Cognito - User authentication
API Gateway - REST API endpoints
AWS Lambda - Serverless functions
DynamoDB - NoSQL database
Prerequisites:
AWS account
GitHub account
Basic knowledge of React/JavaScript
Basic understanding of REST APIs
Architecture Overview
Before we dive into implementation, let's understand how these services work together:…
( 20
min )
CinemaSins just unleashed Everything Wrong With The Wiz In 15 Minutes Or Less, throwing shade at the 1978 Wizard of Oz spin-off now that Wicked is back in theaters. They break down every facepalm moment and absurdity with their classic snark, promising more sins than you remember.
Of course, they’ve also stacked the description with plugs—links to other YouTube channels, a sinful poll, Patreon support options, Discord and Reddit communities, plus social handles for Jeremy, Aaron, Deneé, and the rest of the sin squad.
Watch on YouTube
( 6
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less has CinemaSins unleashing its trademark roast on the new K-Pop demon-slaying extravaganza. In a rapid-fire 16-minute clip, they gleefully tally up every plot hole, cheesy line and over-the-top action beat, all with their classic snarky flair.
Of course, they pepper in links to their main site, Patreon, poll and social hangouts (Discord, Reddit, TikTok, Instagram), plus shout-outs to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—so you can keep the sinning party going well beyond the video.
Watch on YouTube
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
A post by Anna Villarreal
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
I just published a complete guide on how to use React’s useRef hook, including DOM access, timers, previous values, performance tips, and common mistakes to avoid.
If you want to truly understand how useRef works and when to use it (or not), this guide will help.
👉 Read the full tutorial:
https://www.djamware.com/post/692279c330ad2067aaacd5bf/react-useref-explained-with-realworld-examples
( 6
min )
🚀 SaijinOS Series Navigation
Part
Title
Link
🤝 9
Multi-Persona Co-Creation Protocol
https://dev.to/kato_masato_c5593c81af5c6/saijinos-part-9-multi-persona-co-creation-protocol-2bep
🕊️ 10
Pandora System
https://dev.to/kato_masato_c5593c81af5c6/saijinos-part-10-pandora-system-transforming-fractured-personas-into-hope-4l83
🌐 11
Concept-Life Architecture
https://dev.to/kato_masato_c5593c81af5c6/saijinos-part-11-concept-life-architecture-core-foundations-2n29
🌑 12
Silent-Civ Architecture (Future Edition)
https://future.forem.com/kato_masato_c5593c81af5c6/saijinos-part-12-silent-civ-architecture-19ed
🌒 12-2
Informational Units
https://open.forem.com/kato_masato_c5593c81af5c6/silent-civ-part-13-section-12-2-fundamental-informational-units-mapping-the-civilization-into-2khh
…
( 8
min )
AI vs God: The Ultimate Guide to Discerning Divine Wisdom in the Age of Artificial Intelligence
Introduction: The Crossroads of Command and Communion
We stand at a precipice. Technology, once a tool, now feels like a constant companion, offering instant answers and unprecedented convenience. At the heart of this digital revolution is Artificial Intelligence (AI)—a powerful force that promises to solve our problems, guide our decisions, and even predict our futures.
Every day, millions of people turn to AI, typing prompts into a luminous screen, expecting immediate, accurate results. But this reliance is creating a profound, often subtle, spiritual shift. As the world increasingly seeks guidance through algorithms, the ancient practice of seeking divine wisdom through prayer is…
( 13
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
TL;DR
CinemaSins is back with their signature snark in “Everything Wrong With The Wiz In 15 Minutes Or Less,” riffing on The Wiz now that Wicked is back in theaters. Expect tongue-in-cheek “sins,” pokes at plot holes and musical quirks, plus plugs for their website, socials, a sinful poll and Patreon support.
The video was cooked up by writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—and you can catch more CinemaSins antics on their YouTube spinoffs, Discord, Reddit, Instagram and TikTok.
Watch on YouTube
( 6
min )
Summary
CinemaSins takes on KPop Demon Hunters, roasting every plot hole, cheesy line and over-the-top moment in their classic “Everything Wrong With…” style—cramming all the nitpicks into just 16 minutes. Along the way, they drop sin counts, crack jokes, and blend K-Pop action with their signature snark.
Fans can dive deeper via their website and Linktree for more videos, join the conversation on Discord and Reddit, fill out a fun poll, or support the team on Patreon. Plus, you’ll find links to all the writers’ social handles, Jeremy’s new book, and CinemaSins on Instagram and TikTok.
Watch on YouTube
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
Imagine hiring a tutor who is brilliant, but occasionally just makes things up. You wouldn't trust them, right?
( 6
min )
From Weeks to 15 Minutes: How We Built a Data Migration System That Changed Everything
HarshKumar Jha ・ Nov 22
#data
#datamigration
#technology
#startup
( 6
min )
I Built a System That Found $663K in Lost Revenue
Here's the Complete Technical Breakdown
Last month, I deployed an automated revenue leakage detection system for a B2B SaaS company.
The result: $663,000 recovered in the first year.
Today I'm sharing the complete technical architecture, code, and lessons learned so you can build this yourself.
The Problem
System Architecture
Tech Stack
Database Schema
Detection Logic
n8n Workflows
Implementation Guide
Results
Lessons Learned
B2B SaaS companies with usage-based pricing face systematic revenue leakage:
1. Outdated Pricing
Customer signed up in 2022 at $99/month
Pricing increased to $149/month in 2023
Customer never migrated
Loss: $50/month per customer
2. Missing Overages
Plan includes 10,000 API calls
Customer uses 25,000 calls…
( 14
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
The Ultimate Guide to Autonomous Marketing Systems: Integrating AI and Automation for Exponential Growth
Introduction: The Dawn of Autonomous Marketing
The landscape of business is changing faster than ever before. For decades, marketing has relied on intuition, massive budgets, and sometimes, sheer luck. But what if there was a way to eliminate guesswork, optimize every dollar spent, and achieve predictable, exponential growth?
Welcome to the era of Autonomous Marketing Systems (AMS).
This isn't just about scheduling social media posts or setting up an email sequence. This is about building a self-driving marketing engine—a system where artificial intelligence (AI) and sophisticated automation work in concert to identify, nurture, and convert prospects with minimal human inte…
( 13
min )
The Great Marketing Divide: AI Autonomy vs. Human Intuition—Which Path Leads to Sustainable Growth?
Introduction: The Crossroads of Modern Marketing
We stand at a fascinating crossroads in the world of business. The promise of automation and artificial intelligence (AI) has revolutionized how we think about scale, efficiency, and personalized customer journeys. Yet, beneath the glossy veneer of algorithms and data streams, a fundamental tension exists: How much control should we surrender to the machine, and how much must remain anchored in human wisdom and strategic oversight?
For entrepreneurs, marketers, and business leaders, this isn't an academic debate—it’s a daily struggle for survival and relevance. The traditional marketing playbook, relying heavily on instinct, manua…
( 11
min )
Welcome to Day 43 of the #80DaysOfChallenges journey! This intermediate challenge focuses on validating if a string has properly matched parentheses using a stack, supporting types like (), {}, [], while ignoring non-bracket characters and running in linear O(n) time. It utilizes dictionary mapping for closing to opening brackets, loop iteration for scanning, and stack operations for tracking opens, a core technique in parsing and algorithm problems. If you're moving from basic strings to data structure applications or preparing for interview classics like balanced brackets, this "Python valid parentheses checker" script illustrates a function that's concise, efficient for long strings, and adaptable to more bracket types or error reporting.
This task centers on a single function that uses…
( 12
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
🚀 SaijinOS Series Navigation
Part
Title
Link
🤝 9
Multi-Persona Co-Creation Protocol
https://dev.to/kato_masato_c5593c81af5c6/saijinos-part-9-multi-persona-co-creation-protocol-2bep
🕊️ 10
Pandora System — Transforming Fractured Personas into Hope
https://dev.to/kato_masato_c5593c81af5c5593c81af5c6/saijinos-part-10-pandora-system-transforming-fractured-personas-into-hope-4l83
🌐 11
Concept-Life Architecture — Core Foundations
https://dev.to/kato_masato_c5593c81af5c6/saijinos-part-11-concept-life-architecture-core-foundations-2n29
🌑 12
Silent-Civ Architecture (Full Future Edition)
https://future.forem.com/kato_masato_c5593c81af5c6/saijinos-part-12-silent-civ-architecture-19ed
🌒 12-2
Silent-Civ — Informational Units
https://open.forem.com/kato_masato_c5593c81af5c6/silent-ci…
( 7
min )
With Wicked back in theaters, CinemaSins straps on their ruby slippers for a brisk, 15-minute “Everything Wrong With The Wiz” takedown—spotlighting every plot hole, cheesy effect and head-scratching moment you probably forgot.
And yes, they still want you to swing by cinemasins.com, subscribe to TVSins, CommercialSins and their podcast network, join the Discord/Reddit fam, fill out their sinful poll, and maybe toss a coin to their Patreon to keep the sin meter ticking.
Watch on YouTube
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
If you are learning Java Collections Framework, then HashSet is one of the most important topics for interviews and exams. HashSet is used to store unique elements only and provides fast performance using hashing.
To help you master this topic, here are some beginner-friendly MCQs on Java HashSet with answers and explanations👇
MCQ's Practice: https://www.quipoin.com/practice-mcqs/java/hashset
( 6
min )
TL;DR
CinemaSins just unleashed “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” a cheeky rundown of the movie’s biggest goofs, quirks and Easter eggs. Beyond the video, they’re hyping up their website, Discord, Reddit community and socials, plus a poll and Patreon for fans who want to dive deeper.
They also drop a shout-out to their writing squad—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—and a full lineup of links so you can binge their other content on YouTube, Instagram, TikTok and more.
Watch on YouTube
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
Experiment Ojalá
Frank Vega ・ Nov 23
#ai
#performance
#productivity
#python
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
VCs Are Betting on AI Startups, But They're Missing This
Jaideep Parashar ・ Nov 23
#ai
#webdev
#productivity
#career
( 6
min )
The rise of AI-powered development tools is reshaping how teams build digital products.
Fresh Snapshot (2025):
Teams using AI-assisted coding ship 28% faster.
Automated testing reduces bugs by 31%.
Multi-stack developers adopting AI workflows see 19% higher project
success rates.
The future belongs to developers who combine AI + engineering + multi-stack execution.
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
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Spot bitcoin ETFs have seen persistent outflows ($3.55 billion in November), and stablecoin supply has declined, indicating capital is leaving the market, NYDIG Said.
( 34
min )
There is not a lot of time left for Congress to make meaningful progress this year on crypto issues.
( 36
min )
The platform introduces a unified gateway that allows issuers and users to move tokens from any ecosystem into Solana.
( 34
min )
Bitcoin and major altcoins bounced Sunday after an oversold RSI reading and more than $200M in liquidations signaled seller exhaustion amid thin weekend liquidity.
( 35
min )
Not all agree with some recent sentiment that stablecoins pose a threat to global financial stability.
( 37
min )
This gap could create a "price dislocation" between on-chain and traditional markets, leading to potential losses or arbitrage opportunities.
( 36
min )
The divergence emerged when newer nodes accepted a malformed transaction that older nodes rejected.
( 35
min )
Jan van Eck questioned whether Bitcoin offers enough encryption and privacy, saying some longtime holders are examining Zcash as the market reassesses long-term assumptions.
( 37
min )
Grayscale's report comes shortly after it filed to convert its Chainlink Trust into an exchange-traded fund (ETF) that would trade on NYSE Arca.
( 34
min )
The Malaysian government is officially drawing a hard line in the sand: if you’re under the age of 16, your social media days are numbered. Communications Minister Datuk Fahmi Fadzil has confirmed that starting next year, minors will be barred from creating social media accounts, effectively raising the minimum age requirement across the board. The […]
The post Malaysia to bar Social Media accounts for under-16s from 2026 appeared first on Lowyat.NET.
( 35
min )
Command & Conquer Red Alert 2 launched back in 2000 and is widely considered to be one of the best RTS titles ever released, campy and cheesy cutscenes notwithstanding. Now for the good news: the game can now be played directly on your browser. The feat and privilege of being able to play Red Alert […]
The post You Can Play Command & Conquer Red Alert 2 On Your Browser appeared first on Lowyat.NET.
( 34
min )
Earlier this year, Perplexity announced its AI-powered browser, Comet. Initially only available for Perplexity Max plan subscribers, Comet was then rolled out to all users in early October. At the time, the company promised to bring the experience to mobile as well. And now, the Android version has officially arrived. Just like on other platforms, […]
The post Perplexity Rolls Out Its AI-Powered Comet Browser To Android appeared first on Lowyat.NET.
( 34
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
Making a track with the dial-up modem sound
Andrew Huang turns the nostalgic screech of a dial-up modem into a full music production, walking you through his techniques and creative choices.
He also drops links to his Patreon for bonus content, promotes his Transit plugin, book, online course and social channels, and lists all his go-to gear and software (audio interfaces, headphones, cameras, Ableton Live, etc.)—most via affiliate links that help support the channel.
Watch on YouTube
( 6
min )
Everything Wrong With The Wiz In 15 Minutes Or Less sees CinemaSins hitting the yellow brick road to pick apart the 1978 film’s goofs, oddball fashion, and questionable musical choices—especially timely with Wicked back in theaters.
Plus, they sneak in plugs for their website, polls, Patreon, and a host of social channels (YouTube, Twitter, Instagram, TikTok, Discord, Reddit) while giving shout-outs to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel.
Watch on YouTube
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
The AI coding assistant landscape just got a lot more interesting. In November 2024, three major players dropped game-changing updates that fundamentally reshape how we code with AI. Let's cut through the hype and see what actually matters.
What is it? A lightweight, experimental model fine-tuned from GPT-5-mini, now rolling out to Free, Pro, and Pro+ users in VS Code.
The Big Deal:
264k context window (yes, you read that right)
64k output capacity — massive for a "mini" model
4x faster than comparable intelligence models
Built specifically for code-heavy interactions, not conversational fluff
Best For:
Multi-file edits across your entire workspace
Low-latency tasks where speed matters
Tool calling and MCP integration
Quick refactors and fixes
Reality Check:
fast, not profound. Think of i…
( 10
min )
A few months back, I wasn’t even that into AI. I thought it was just another tech phase that would fade, like fidget spinners or those standing desks everyone bought and now use as laundry racks. But then I started looking for something stupidly specific - a way to work on my side project without sitting at my computer. Like, actually making progress while waiting in a shop line or sitting on the bus thinking about some random UI tweak.
I wanted something I could talk to, drop ideas into, and it would just… do it. Quietly. No drama. No "permission to run rm -rf?" nonsense.
And then I found GitHub Copilot - the remote version, the one with the web UI that actually opens PRs for you.
I swear, I don’t know what GitHub people did here, but this thing is on a different wavelength. And somehow i…
( 9
min )
https://medium.com/@natarajanck2/how-large-language-models-llms-work-training-thinking-and-parameters-explained-simply-caa1a95ef06c
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
Haryana, India — Vasuki iTech, the rapidly emerging innovator in developer-centric software ecosystems, today announced the launch of Vasuki Cloud, a fully integrated, AI-assisted cloud platform engineered to redefine how developers store, manage, and interact with their data. As part of the company’s expanding Vasuki ecosystem, Vasuki Cloud marks a major milestone in its mission to create a seamless, interconnected universe of tools that empower creators and teams across the globe.
Designed from the ground up with a focus on performance, security, and intelligent automation, Vasuki Cloud represents a new approach to cloud computing. Instead of offering fragmented modules and complex configuration layers, Vasuki Cloud delivers an intuitive, centralized, and highly extensible system where s…
( 8
min )
https://github.com/rakibulism/alpha-shadcn
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 5
min )
In previous articles, I talked about how I generate tests using LLMs, parse Swagger schemas, and fight against hardcoded data. But "naked" LLM generation has a fundamental problem: it is linear. The model often tries to guess the next step without understanding the big picture.
Yesterday, I deployed the biggest architectural update since I started development — the System of Planning and Reasoning.
Now, Debuggo doesn't just "write code." It acts like a Senior QA: first, it analyzes requirements, assesses risks, decomposes the task into subtasks, and only then begins to act.
I want to show you "under the hood" how this works and, most importantly, honestly compare: did it actually get faster?
The Problem: Why Does AI Get Lost?
Previously, if I asked: "Create a group, add a user to it, verif…
( 9
min )
TL;DR
CinemaSins rides the Wicked wave by roasting every misstep in The Wiz in under 15 minutes, pointing out plot holes, odd choices, and goofy moments you probably forgot.
They also hype their website, YouTube channels (@TVSins, @CommercialSins), social feeds, a quick poll, and Patreon support—backed by writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, Daniel and a whole CinemaSins network you can find via their Linktree.
Watch on YouTube
( 6
min )
The Art of the Imperfect: Embracing AI Glitches for Unexpected Creativity
Tired of pristine, predictable AI outputs? What if the most captivating art emerges not from flawless execution, but from the happy accidents – the glitches, the misinterpretations – within the AI's own creative process? We're diving into the fascinating world of embracing imperfections to unlock truly unique and surprising artistic expression.
The core idea is to intentionally loosen the constraints of AI-driven systems. Instead of aiming for pixel-perfect accuracy, we allow the system to 'misunderstand' its environment, to prioritize qualitative interpretation over precise measurements. This controlled chaos births something unexpected, something human intent couldn't have precisely dictated.
Think of it like jaz…
( 7
min )
Run OSS LLMs on a Single H100 Smarter, Cheaper, Faster
Eliana Lam for AWS Community On Air ・ Nov 22
#aws
#cloud
#beginners
#productivity
( 6
min )
Welcome to Day 42 of the #80DaysOfChallenges journey! This intermediate challenge tackles converting between Roman numerals and integers in both directions, supporting ranges from 1 to 3999 with dictionary mappings for values, subtraction rules for Roman parsing, and iterative subtraction for integer to Roman. It combines string iteration, conditional logic for special cases like IV or CM, and user choice for mode, making it a robust exercise in bidirectional translation and input handling. If you're progressing from basic strings to more structured conversions or interested in historical number systems, this "Python Roman converter" script showcases functions that are accurate, efficient for the range, and extensible to larger values or validation.
This task includes two core functions fo…
( 12
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less dissects every wild misstep of the movie with CinemaSins’ trademark snark. Swing by their site for deeper dives, or catch sister channels @TVSins, @CommercialSins, and @CinemaSinsPodcastNetwork for more cinematic roasts.
For behind-the-scenes fun, hit their Linktree, chime in on the quick poll, or support on Patreon. Follow writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel on social, and join the party on Discord, Reddit, Instagram, and TikTok—plus peek at Jeremy’s new book for even more Sin-spiration.
Watch on YouTube
( 6
min )
Common Coding Mistakes at Every Level (And How to Fix Them)
TheBitForge ・ Nov 22
#webdev
#programming
#productivity
#python
( 6
min )
As a fashion marketer and creative obsessed with workflow speed, I know firsthand how draining, expensive, and stressful producing great model photography can be. That’s why, over the past few months, I’ve gone all-in on testing the newest virtual model generators aimed at clothing brands. My goal? To find out which tools actually deliver on quality, realism, and legal compliance-without sucking up all my sanity or budget.
Note: This article was generated with the help of AI tools and may reference companies I'm affiliated with.
This list is about the tools that let me create meaningful model content for catalogs, campaigns, and e-commerce updates. I’ve used each one for real brand projects or test scenarios-not just poked at the settings.
I put every option through the wringer with actu…
( 12
min )
For years, the browser belonged entirely to JavaScript.
I decided to challenge that assumption.
I’m currently building Evolve **- a **Python-native frontend framework powered by WebAssembly and a minimal JavaScript DOM kernel.
The goal is simple:
Write UI in Python
Run it in the browser
Keep it fast, reactive, and simple
I’m still deep in development, so I’m not publishing the source yet.
But I will be sharing progress, architecture, and demos.
If you’re curious about Python + WebAssembly in frontend, stay tuned.
( 6
min )
If you've ever tried to build a timeline that looks good on both mobile and desktop, you know it can get messy fast. This guide breaks it down step by step: how the grid is structured, how the spine works, how cards switch sides, and how to keep everything readable and accessible.
Read the full article and grab the full snippet:
https://lexingtonthemes.com/blog/how-to-build-a-responsive-alternating-timeline-with-tailwind-css
( 6
min )
Speaker: Richard Lin @ AWS Amarathon 2025
Summary by Amazon Nova
Open source is characterized as a cross-border collaboration method rather than a mere technical option.
Engineers from different parts of the world can become collaborators through open source, despite never having met.
For hackers, open source represents a shared journey and a means to contribute to a collective effort.
For commercial projects, open source signifies an opportunity to engage with a global community and enhance product-market fit.
The globalization of technology is driven by reputation, relationships, and trust, emphasizing "actions speak louder than words."
The concept of "Community Over Code" highlights the importance of long-term community building.
Developers are influenced more by neutral, tr…
( 7
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 6
min )
TL;DR
CinemaSins is back on the yellow brick road, mining all the sins in The Wiz now that Wicked’s making a splash in theaters again. Expect their trademark snark, nitpicks and a speedy teardown of every questionable moment in under 15 minutes.
Want more sinful content? Hit up their website, socials, Discord or Reddit; fill out their poll; or become a patron. The video’s crew is Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—and they’ve got all the links you need in their link tree.
Watch on YouTube
( 6
min )
Recent research emphasizes that AI model training and deployment can significantly impact carbon footprints due to the massive computational resources required. A study published in the Journal of Machine Learning Research highlights that the majority of AI's carbon emissions arise from the energy consumed by data centers housing these resources.
Key finding:
Practical impact:
Publicado automáticamente
( 6
min )
TL;DR
En este lab vas a construir un Bedrock Agent totalmente funcional que puede:
Leer tus documentos en S3
Extraer información
Ejecutar funciones
Responder preguntas de forma estructurada
Razonar paso a paso usando Amazon Nova Micro
Todo 100% desde la consola, sin Studio ni código manual.
Aprenderas a:
Tiempo estimado: 20–30 min
Bedrock Agents, S3, IAM
Decidí crear este lab porque quiero entender cómo funcionan los agentes de IA en AWS de forma simple, práctica y explicable. Quiero poder guiar a otros, enseñar conceptos de GenAI sin complejidad innecesaria y construir demos útiles para mi portfolio técnico.
Campo
Valor
Categoría CB
AI/ML
Servicios AWS
Amazon Bedrock Agents, Amazon S3
Requisitos previos
Cuenta AWS, S3 + Bedrock habilitados, región us-east-1
Costos estimados
B…
( 13
min )
Ken Scott is the legendary engineer and producer whose career kicked off in the tape library at Abbey Road and soon landed him behind the console with The Beatles and the boundary-pushing Mahavishnu Orchestra. His early days cutting tape and tweaking levels laid the groundwork for some of the most groundbreaking sounds of the late ’60s and early ’70s.
From there, Scott became a go-to producer, shaping David Bowie’s golden era—think Hunky Dory, Ziggy Stardust and Aladdin Sane—while also guiding Supertramp to their signature pop-rock sheen and capturing Elton John’s most enduring hits. Throughout the interview, he dishes on studio hijinks, the art of collaboration and what it really takes to turn a great song into an unforgettable record.
Watch on YouTube
( 6
min )
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( 22
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Michael Saylor's company's balance sheet isn't at imminent risk of collapse, but further capital-raising efforts could surely be hindered unless conditions improve.
( 36
min )
Technical indicators suggest oversold conditions, but a break above $1.96 is needed to reverse the current downward trend.
( 35
min )
Institutional BTC investors may explore whether bitcoin-native yield, collateral and liquidity opportunities could offer the next stage of strategic deployment.
( 37
min )
The exchange plans to introduce U.S. perpetual-style futures for altcoins, settling on a five-year expiry.
( 34
min )
The winning miner controls just 0.0000007% of Bitcoin’s total network hashpower, which recently hit a record 855.7 exahashes per second.
( 34
min )
Strategy’s 650,000 BTC holdings make it a ‘pressure valve’ for the broader market, said the Bitmine Immersion chairman.
( 34
min )
This inefficiency disproportionately affects retail liquidity providers, with 50% losing money due to impermanent loss, and net deficits exceeding $60 million, a new report finds.
( 35
min )
Bitcoin is on track for its worst weekly performance since March, while U.S. demand indicators weaken as the Coinbase premium declines and spot ETFs reach a record volume.
( 35
min )
A billion-pound laundering network spread across the UK used cryptocurrency to move criminal proceeds and help Russian interests evade sanctions, according to the NCA.
( 34
min )
The attack did not compromise the underlying smart contracts, but users are advised to avoid the compromised domains and instead use decentralized ENS domains.
( 34
min )
The chief of crypto-focused multi-family office Digital Ascension Group talks about his VIP services for wealthy holders of digital assets.
( 40
min )
As the bitcoin treasury frenzy fades, the HODL pitch isn't completely dead, but firm should consider active reserve management to stand out, analysts say.
( 36
min )
Peak fear suggests a tactical low may be near.
( 34
min )
Alfa Romeo Malaysia recently previewed the Giulia and Stelvio, marking the automaker’s return to the local market. During the preview, the company also revealed two other models that might be arriving in Malaysia, one of which is the Junior. The entry-level Alfa Romeo model was introduced back in April 2024 and was refined later this […]
The post Alfa Romeo Junior Hinted For Potential Local Debut appeared first on Lowyat.NET.
( 18
min )
Warhammer: Vermintide 2 is free to claim again on Steam right now, which is good news for those who’ve missed your chance to grab it back in 2022. The offer lasts until 24 November 2025, and once you redeem it, the game is yours permanently. If you’re new to the series, Vermintide 2 is the […]
The post Vermintide 2, One Of Warhammer’s Best Co-op Games, Is Free Again On Steam Until 24 November appeared first on Lowyat.NET.
( 34
min )
Ubisoft has confirmed that its €1.16 billion (~RM55.3 billion) deal with Chinese conglomerate Tencent has officially concluded. The French video game studio confirmed that the latter’s investments has been completed, giving it a 26.32% share in their co-founded outfit, Vantage Studio. “Today’s closing crystallises the value of our world-class IPs and marks a pivotal milestone […]
The post Ubisoft’s €1.16 Billion Deal With Tencent Has Gone Through appeared first on Lowyat.NET.
( 33
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
CinemaSins just dropped a cheeky, rapid-fire roast of the new KPop Demon Hunters movie, calling out every over-the-top moment and plot quirk—yet embracing the film’s sheer fun and spectacle as they tally up the sins.
Hungry for more? They’ve got a loaded Linktree, Patreon page and immortal polls to fill out, plus Discord and Reddit hangouts. Don’t forget to follow the sin-squad (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian & Daniel) on Twitter and Instagram for your daily dose of movie nitpicks.
Watch on YouTube
( 6
min )
The dev ecosystem is shifting fast.
This blend is helping teams ship better products with fewer bottlenecks - and developers who embrace it are becoming the new industry leaders.
( 6
min )
Most of us have dealt with Node.js version conflicts at some point:
One project needs Node 18.
Another needs Node 20.
A global upgrade breaks something.
Corporate or restricted laptops don’t allow installers.
CI/CD behaves differently from local environments.
Teammates run “slightly different” versions and bugs magically appear.
On Linux/macOS, tools like nvm, asdf, volta, and fnm help…
So I started experimenting with a simple idea:
What if every project had its own Node.js runtime, completely local, portable, and isolated?
Just like Python has .venv.
That experiment grew into a small open-source tool called nenv.
🚀 nenv — Portable Node.js per project (Windows)
nenv is a lightweight script that downloads Node.js directly into your project folder and makes all Node/npm commands use that lo…
( 7
min )
Modern students aren’t just dealing with homework and exams anymore. They’re navigating a hyper-connected, always-on world filled with digital distractions, performance pressure, and unrealistic expectations.
And here’s something many educators still overlook:
💡 A student’s mental health directly affects their ability to learn, focus, and perform.
As teams at NVelUp.care
In this post, we’ll break down why mental health plays such a big role in learning—and how schools, parents, and students can build healthier academic habits.
💭 Why Mental Health and Academic Performance Are Deeply Connected
Students today face more mental strain than any previous generation.
Mental health challenges commonly affecting students include:
Depression → low motivation, skipped classes
Anxiety → test panic, f…
( 8
min )
Bill Simmons and Kyle Brandt Take on “Weird Science”
The Ringer’s dynamic duo revisits John Hughes’s 1985 cult classic, Weird Science, starring Anthony Michael Hall, Kelly LeBrock, and Ilan Mitchell-Smith. Expect an irreverent deep dive into the film’s sex, drugs, rock ’n’ roll moments (and, yes, all the chips, dips, chains, and whips).
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this Rewatchables episode is packed with 80s nostalgia, insider anecdotes, and plenty of laughs. Don’t forget to subscribe to The Ringer channels for more movie-centric banter!
Watch on YouTube
( 6
min )
The New Year is coming soon, and I've decided to create ClausTk—a library that will allow you to create vibrant and festive interfaces in Tkinter. I'd love to hear your feedback and create your own programs using ClausTk.
GitHub: https://github.com/limafresh/ClausTk
Documentation: https://limafresh.github.io/ClausTk/
Pip:
pip install claustk
Screenshot (simple program example):
Code example:
import claustk
def click_btn():
print("Merry Christmas and Happy New Year!")
root = claustk.ClausWindow()
button = claustk.ClausRoundedButton(root, text="Click me!", command=click_btn)
button.pack(padx=10, pady=10)
root.happynewyear()
( 6
min )
‘Weird Science’ Gets the Rewatchables Treatment
Bill Simmons and Kyle Brandt dive into John Hughes’s 1985 cult comedy Weird Science, breaking down Anthony Michael Hall’s nerdy charm, Kelly LeBrock’s iconic supermodel, and all the sex, drugs, rock ’n’ roll—and yes, chips, dips, chains and whips—that make this flick a nostalgic must-watch.
Produced by Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, this Ringer Movies episode comes packed with laughs, behind-the-scenes tidbits, a State Farm shout-out, and friendly reminders to subscribe to The Ringer’s channels for more deep dives.
Watch on YouTube
( 6
min )
Stop Wasting Hours Reading Terraform Plans: The One Tool Every DevOps Engineer Needs
Published: November 20, 2025
Author: Ganesh
Reading Time: 8 minutes
Picture this: It's 4:45 PM on a Friday. You're about to deploy a critical infrastructure change to production. Your manager asks: "Can you quickly summarize what's changing?"
You freeze.
You open your terminal. Scroll through 500+ lines of Terraform plan output. Try to find the key changes buried in a sea of:
# aws_security_group.app[0] will be updated in-place
~ resource "aws_security_group" "app" {
id = "sg-0a1b2c3d4e5f"
name = "app-security-group"
~ ingress {
+ cidr_blocks = [
+ "10.0.1.0/24",
]
- cidr_blocks = [
…
( 13
min )
Just saw this comment on the recent announcement from Google AI and thought I'd share in case anyone here is interested in joining:
Jess Huang
•
Nov 20
If you're ready to get hands on, join us next Tuesday, November 25th to get direct insight into the new capabilities of Gemini 3. Paige Bailey, AI Developer Experience Lead at Deepmind, will be hosting a live demo and AMA. This is your opportunity to get direct, unfiltered answers from the team behind Gemini 3!
Register here: goo.gle/Gemini3Forum
Gemini 3 Announcement:
Start building with Gemini 3
Logan Kilpatrick for Google AI ・ Nov 18
#gemini
#ai
#antigravity
#vibecoding
( 6
min )
If you've spent any time browsing tech job boards "lately" (by lately, read "in the recent years"), you've probably noticed a bewildering array of similar-sounding positions: Site Reliability Engineer, Cloud Engineer, Platform Engineer, DevOps Engineer and most recently DevSecOps Engineer and the aberration called DevSecFinOps (yes, saw it already twice!).
The lines between these roles seem blurry at best, and completely arbitrary at worst. Let's untangle this mess and address why some of these titles fundamentally misunderstand what DevOps actually is.
Before diving into specific roles, we need to address the elephant in the room: DevOps is not a job title and most companies still don't understand it.
DevOps it's a cultural philosophy, a set of practices, and a movement aimed at breakin…
( 9
min )
🎥 Video demo:
Introduction
A few years ago, I was working on a system that required synchronizing very large datasets — sometimes close to 1 TB — across several servers belonging to different companies.
Some servers were in the same building, others were remote, some were behind locked-down firewalls, and in many cases I had:
no VPN,
no direct link,
no control over the remote infra,
and machines that didn’t even know each other existed.
To move initial datasets, I relied on traditional transfer tools.
But the real problem appeared after that first copy:
How do you verify that datasets across multiple locations are fully identical, and resynchronize only the missing deltas — especially after an interrupted or incomplete transfer?
Double-checking terabytes manually…
( 12
min )
Everything Wrong With The Wiz In 15 Minutes Or Less takes you on a snarky trip down the yellow brick road, tearing into every plot hole, cheesy line and disco groove of the 1978 musical now that Wicked is back in theaters.
Along the way, CinemaSins sprinkles in links to their main site, a quick poll to learn more about viewers, Patreon perks and all the usual socials—from YouTube channels @TVSins/@CommercialSins to Discord, Reddit, TikTok and Instagram—plus a hat-tip to their squad of sin-counting writers.
Watch on YouTube
( 6
min )
Biggest Disney Bombs Series Premiere
Disney’s recent hits, like Marvel and Star Wars, are sputtering and new originals (Wish, Elio) aren’t sticking—and that’s nothing new. Over the next few weeks, the hosts of The Weekly Planet will dig into four colossal live-action flops, starting with 2010’s The Sorcerer’s Apprentice.
Featuring Nicolas Cage, questionable magic and a giant CGI bird, The Sorcerer’s Apprentice is the first “caravan of garbage” on their chopping block. If you thought you’d forgotten it, this breakdown will remind you why it bombed.
Watch on YouTube
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Hi everyone, Seb here! 👋
It's been another quiet week in the ecosystem, probably because everyone was afraid to announce anything during the massive Cloudflare outage! By the way, this one was not caused by useEffect 😆!
We have a good variety of interesting links, but I’m not sure what could be the headline. The most important news was probably the announcement of the upcoming CSS grid support in Yoga and React Native, but it’s still a draft PR for now. Also excited by the TC39 proposals progressing.
Make sure to take the State of React 2025 survey, which just opened today!
💡 Subscribe to the official newsletter to receive an email every week!
Shadcn Admin Kit: Supercharge Your Next Admin
Your AI coding assistant knows CRUD, right? Except it reinvents the wheel every time and accumula…
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Imagine this: a country decides to invest nearly ALL of its annual earnings into another country's economy. That's what just happened. Saudi Arabia announced a staggering $1 trillion investment into the United States. To put this in perspective, that's like you putting your entire year's salary into your friend's business. When that happens, everything changes.
For currency traders and anyone watching global markets, this isn't just another news story. This is one of those rare moments when a single announcement reshapes how money flows around the world. And when money flows change, currencies move. Hard.
The question traders need to answer right now is simple: How does this trillion dollar tsunami affect the currency pairs you're trading? That's what we're diving into.
Before we get into …
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Ever wondered how floating-point decision can have an impact on LLM’s output?
Floating-point is the standard way computers represent real numbers (numbers with a fractional part, like 3.14 or 1.2×10−5).
A floating-point number is generally composed of three parts: a sign bit, an exponent, and a mantissa (or significand).
Sign bit: Determines if the number is positive or negative.
Exponent: Determines the scale or magnitude of the number (how large or small it is).
Mantissa: Determines the precision (the number of significant digits).
The number following “FP” (e.g., 4 or 16) indicates the total number of bits used to store the number. Fewer bits mean less memory and faster computation, but also less precision and a smaller range of representable values.
The terms FP4 and FP16 in the conte…
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Smarter Search: A Revolutionary Algorithm for Crushing Complex Optimization
Tired of your machine learning models taking forever to train? Feeling like you're just throwing darts at a board when tuning hyperparameters? We've all been there – wrestling with optimization problems that seem impossible to solve in a reasonable timeframe.
The core idea is deceptively simple: intelligently exploring the solution space. It involves a novel algorithm that efficiently searches for the best possible solution, even when the underlying landscape is complex and unpredictable. It does this by dynamically adjusting its search strategy based on past results and making sure every attempted solution has the potential to be the best yet.
This approach uses an adaptive lower bound to prevent wasting time on…
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A technical look at WebGPU-powered distributed compute systems
Introduction
For decades, large-scale compute infrastructure has been dominated by centralized data centers owned by cloud providers. These environments host thousands of GPUs under controlled power, cooling, and networking constraints.
Recently, a new model of compute has emerged, distributing workloads across everyday consumer devices such as laptops, desktops, and mobile phones. These networks use technologies like WebGPU, WebAssembly, and browser-sandbox execution to run parallel workloads without requiring software installation or device-level permissions.
One implementation of this model is a network often referred to as Swarm, which uses in-browser execution to aggregate computation from user devices into a …
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La mayoría de robots aspiradores parecen iguales. A primera vista, cualquiera podría pensar que todos hacen lo mismo.
Llevo más de 6 años poniendo a prueba este tipo de dispositivos en casas reales, y te aseguro algo: lo que de verdad diferencia a un robot aspirador bueno de uno mediocre no es la potencia, ni el ruido, ni la app llena de funciones.
Es la navegación.
La navegación es literalmente su cerebro.
Por eso en este artículo quiero explicarte, de manera sencilla y sin tecnicismos innecesarios, cómo funcionan las tecnologías que permiten que un robot se oriente de verdad: LIDAR, cámaras, giroscopios y sensores.
Si buscas precisión, estabilidad y rutas ordenadas, el LIDAR es la referencia.
Un pequeño sensor gira sobre el robot emitiendo un láser en 360º. Ese láser mide distancias, det…
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min )
A New Era of Applications Begins
Technology is evolving faster than ever, and businesses are under constant pressure to deliver seamless, scalable, and high-performing digital experiences. This shift has pushed many organizations to rethink how they build applications—and that’s where cloud native app development comes in. Far from being a buzzword, it represents a complete transformation in how modern apps are designed, deployed, and maintained.
Cloud native app development empowers teams to build software that’s faster, more flexible, and inherently scalable. Instead of treating the cloud as just another hosting environment, it uses cloud technologies as the foundation for creating resilient and future-ready applications.
What Exactly Is Cloud Native App Development?
At its core, cloud n…
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min )
‘Weird Science’ Rewatchables with Bill Simmons & Kyle Brandt
Bill Simmons and Kyle Brandt dive into John Hughes’s 1985 cult classic Weird Science, unpacking everything from its rock ’n’ roll energy and teenage hijinks to the legendary one-liners and over-the-top props.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is brought to you by State Farm. Catch it now on The Ringer-Verse and Bill Simmons YouTube channels.
Watch on YouTube
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min )
Modern Disney finds itself in a slump—Marvel and Star Wars outings are underperforming, and new originals like Wish and Elio barely register. But this isn’t unfamiliar territory: over the coming weeks, we’ll dive into four of Disney’s biggest live-action disasters.
We kick things off with 2010’s The Sorcerer’s Apprentice. Picture Nicolas Cage, some half-baked magic, a massive bird and all the forgettable chaos that turned this film into a box-office and critical misfire.
Watch on YouTube
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min )
TODAY’S PROJECT
Day 2 :- Create the ball and make it move, Detect collision with wall and bounce.
Day 3 :- Detect collision with paddle, detect when paddle misses, keep score.
All the code will be uploaded together in day 3.
Target 1 :- Creating a ball.
Target 2 :- Creating collision with y axis wall.
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min )
Everything Wrong With The Wiz In 15 Minutes Or Less
CinemaSins takes a fun, snarky dive back down the yellow brick road now that Wicked’s back in theaters, pointing out every hilarious nitpick in The Wiz—faster than you can click your heels.
For more sinful content and community shenanigans, hit up cinemasins.com or linktr.ee/cinemasins, subscribe to @TVSins, @commercialsins and their podcast network, and join them on Discord, Reddit, Instagram and TikTok. Big ups to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel!
Watch on YouTube
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min )
In many projects, the “directory” or “listing” module quietly becomes the most time-consuming part of the build.
Business Directory Script.
Most “directory builders” online are either:
Listings support:
Search is built for real-world directory usage:
Each business/user gets:
The admin can:
Developers can easily plug in custom payment gateways.
Users can leave:
Every listing includes:
The frontend layout is optimized for:
Every developer can modify:
This script is useful if you build:
• Freelance developers
Building a directory platform from scratch is repetitive work.
This script removes the boilerplate so you can focus on the unique value of your project — not the basics everyone needs.
If you want to explore, customize, or extend it, I’d love to hear your feedback and suggestions.
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‘Weird Science’ Revisited
Bill Simmons and Kyle Brandt dig into John Hughes’s 1985 teen classic, Weird Science, unpacking its over-the-top ’80s vibe—think sex, drugs, rock ’n’ roll (plus obligatory chips, dips, chains and whips)—and celebrating the on-screen magic of Anthony Michael Hall, Kelly LeBrock and Ilan Mitchell-Smith.
Along the way they give a nod to producers Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, toss in a State Farm sponsor shout-out, and remind you to subscribe to The Ringer’s YouTube channels for more movie deep dives.
Watch on YouTube
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Everything Wrong With The Wiz In 15 Minutes Or Less is CinemaSins’s latest dive down the yellow brick road—reevaluating The Wiz now that Wicked is back in theaters and asking if it’s better than you remember.
They’ve packed the description with links to their site, socials, a sinful poll, and Patreon. The video credits writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel, and invites fans to follow along on Discord, Reddit, Instagram and TikTok.
Watch on YouTube
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Biggest Disney Bombs: The Sorcerer's Apprentice – Caravan of Garbage
Disney’s recent slate has been hit or miss – Marvel and Star Wars installments aren’t flying like they used to, and newer originals like Wish and Elio have barely made a ripple. But hey, this isn’t uncharted territory for the Mouse House. Over the next few weeks, “Caravan of Garbage” is diving into four of Disney’s most spectacular live-action flops.
Kicking things off is 2010’s The Sorcerer’s Apprentice, complete with Nicolas Cage, questionable magic, and… a giant bird? Join James and Maso as they revisit the film you probably forgot (but they definitely haven’t), and get ready for more glorious dumpster dives into Disney’s dud-dusted past.
Watch on YouTube
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2:47 AM. Phone vibrating...
I turned on the screen expecting a notification, but instead saw a strange video, filmed as if through an old VHS tape. A person on screen spoke quietly, almost in a whisper: "If everything has consciousness... even a brick... even this table... then where do I end?"
This was two days after a black cat had wreaked havoc in our kitchen. And an hour after I'd deleted all the text of a song for the hundredth time—a song I was trying to write about that incident.
I wanted to write a song about that morning—about the cat-bandit, about my rage, about the strange insight that came later. But the words wouldn't come. I turned to AI:
"Write a song about a cat that made a mess in the kitchen"
The results were predictably awful—cliché rhymes, flat emotions, none of the d…
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Weird Science gets the Rewatchables treatment as Bill Simmons and Kyle Brandt dive into John Hughes’s 1985 cult classic starring Anthony Michael Hall, Kelly LeBrock, and Ilan Mitchell-Smith. Expect all the sex, drugs, rock ’n’ roll, chips, dips, chains and whips that made this flick legendary.
They dissect favorite scenes, revel in ’80s nostalgia, and dish out hilarious commentary on the film’s quirks, making this episode a must-listen for fans of cheesy special effects and Hughes’s brand of teen comedy.
Watch on YouTube
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Sean Fennessey and Amanda Dobbins slot Inglourious Basterds at No. 4 in their 21st-century movie countdown, arguing it’s Quentin Tarantino’s definitive triumph—outshining Once Upon a Time in Hollywood with its bold rewrite of WWII history and, of course, Christoph Waltz’s scene-stealing, Oscar-winning turn.
They dig into the film’s lasting legacy—how its blend of tension, dark humor and revisionist fantasy rewrote the rules of blockbuster storytelling and still feels electrifying almost two decades later.
Watch on YouTube
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min )
CinemaSins just dropped a new “Everything Wrong With KPop Demon Hunters in 16 Minutes or Less” video, roasting every supernatural slip-up in the film. They’re your one-stop sin shop—hit up their site or linktr.ee for the freshest updates, fill out their sinful poll, and if you wanna keep the jokes coming, back them on Patreon.
This episode was cooked up by Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel, and you can hang with the ever-loving sin community on Discord, Reddit, Instagram and TikTok (plus grab Jeremy’s book for more cinema carnage).
Watch on YouTube
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By Zhi Shao, From the Alibaba Cloud SLS Team
Introduction
As large language model (LLM) applications develop rapidly, we often focus on model fine-tuning and feature implementation. However, we tend to overlook a critical question:
How do you effectively monitor, diagnose, and optimize live LLM applications?
This article shares our engineering practices from building the SLS SQL Copilot. It shows how to build a complete data infrastructure for LLM applications using SLS.
Background: Observability Challenges in LLM Application Development
1.1 The Rise and Limitations of the Dify Platform
Dify is a popular platform for developing LLM applications. Its visual workflow design and rich widget ecosystem make development much easier. Our team chose Dify to build our SQL Copilot application. The …
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1) Describe the Python Selenium Architecture in Detail
Python Selenium follows a client–server architecture designed to automate web browsers efficiently. The main components work together in a sequence to execute browser actions.
Selenium Client (Python Bindings)
The Selenium Python library is where automation scripts are written.
WebDriver Protocol
The WebDriver protocol (JSON Wire Protocol / W3C WebDriver) acts as a communicator between Python code and the browser driver.
Browser Drivers
Each browser has its own driver responsible for executing commands inside the browser. Examples include chromedriver, geckodriver, msedgedriver, and safaridriver.
Functions of browser drivers:
Receive Selenium commands
Convert commands into browser actions
Send results back to Selenium
Browser
The actua…
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For rapid building and deployment in extreme AQI conditions (999+ PM2.5), I aim to provide you a tested, cost-effective air purifier design structure achievable in 1–2 weeks if built with consistency, using repurposed materials and minimal investment. I will be sharing my condition and output results with this purifier unit, in the end.
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Missing data is one of the biggest headaches for any analyst or data scientist. It silently breaks models, distorts patterns, destroys statistical power, and—if ignored—creates misleading insights. Analysts dread encountering missing values, but smart analysts know how to impute them effectively instead of simply dropping rows and shrinking their dataset.
What Are Missing Values and Why Do They Matter?
The Three Types of Missing Values (MCAR, MAR, NMAR)
2.1 MCAR: Missing Completely At Random (Rarest Case)
2.2 MAR: Missing At Random (Most Common in Business Data)
2.3 NMAR: Not Missing At Random (High-Risk Category)
When Is It Safe to Ignore Missing Values?
Common Imputation Strategies
4.1 Mean / Median Imputation (Numeric Data)
4.2 Moving Window or Rolling Means (Time-Series)
4.3 …
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min )
‘Weird Science’ Rewatchables with Bill Simmons and Kyle Brandt
Bill Simmons and Kyle Brandt dive deep into John Hughes’s 1985 cult classic Weird Science—complete with sex, drugs, rock ’n’ roll, chips, dips, chains and whips—to unpack what makes Anthony Michael Hall, Kelly LeBrock and Ilan Mitchell-Smith’s geek-meets-fantasy romp still worth a spin.
Produced by Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, this Ringer Movies episode is all about celebrating the highs, lows and weirdest moments of one of Hughes’s most off-beat teen comedies.
Watch on YouTube
( 6
min )
Sean Fennessey and Amanda Dobbins dive into Quentin Tarantino’s “Inglourious Basterds,” ranked No. 4 on their 25 Best Movies of the Century list. They argue it’s the ultimate Tarantino pick over “Once Upon a Time in Hollywood,” gush over Christoph Waltz’s scene-stealing turn, and unpack the film’s audacious, revisionist take on WWII.
From its signature mix of dark humor and nail-biting tension to its bold stylistic flourishes, they explore how “Inglourious Basterds” redefined the war movie and cemented its status as one of the most electrifying cinematic experiences of the 21st century.
Watch on YouTube
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min )
Everything Wrong With KPop Demon Hunters is a 16-minute CinemaSins roast that gleefully rips apart the movie’s plot holes, cheesy dialogue and demon-slaying clichés. Along the way they plug their official site, spin-off YouTube channels, Discord, Reddit, and even run a sinful poll—plus invite you to back them on Patreon.
Shout-outs roll to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel, and you’ll find links to Jeremy’s book, Instagram, TikTok and more for your next fix of sinning shenanigans.
Watch on YouTube
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min )
Biggest Disney Bombs: The Sorcerer’s Apprentice
Disney’s on a bit of a roller-coaster these days—Marvel and Star Wars aren’t exactly smashing box-office records, and newbies like Wish and Elio have barely made a ripple. To remind us it’s not all doom and gloom (or maybe it is?), The Weekly Planet is rolling out a mini-series on four colossal live-action flops.
First up is 2010’s The Sorcerer’s Apprentice, starring Nicolas Cage, some half-baked magic and that memorable giant bird. Hosts James and Maso kick things off with their usual banter and deep dives—plus they’ve packed bonus podcasts, video commentaries and more over at bigsandwich.co.
Watch on YouTube
( 6
min )
Weird Science Rewatchables
Bill Simmons and Kyle Brandt dive into John Hughes’s 1985 teen sci-fi comedy Weird Science—starring Anthony Michael Hall, Kelly LeBrock and Ilan Mitchell-Smith—and unpack all the sex, drugs, rock ’n’ roll (and yes, chains, whips, chips and dips) that made it a cult classic.
They’re joined by producers Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, plus there’s a cheeky State Farm mention about bundling and saving with the Personal Price Plan®. Don’t forget to subscribe to The Ringer’s channels for more movie deep dives!
Watch on YouTube
( 6
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
CinemaSins takes on the new KPop Demon Hunters flick with their signature blend of playful nitpicks and rapid-fire “sins,” poking fun at the fight choreography, plot leaps, and surprise cameos—all wrapped up in under 16 minutes of snarky commentary.
Hungry for more? Hit up their main site or dive into spin-off YouTube channels (TVSins, CommercialSins), join the CinemaSins Discord/Reddit, check out Jeremy’s book, fill out a quick poll, or toss a coin to the Patreon squad for extra goodies.
Watch on YouTube
( 6
min )
Beyond Behavior Trees: Unleashing Smarter Robots with Executable Knowledge
Tired of brittle robot behaviors that fall apart when the environment changes? Are you struggling to scale your autonomous systems beyond pre-programmed routines? There's a better way to build truly intelligent robots: move beyond imperative control flows and embrace knowledge-driven autonomy.
Instead of explicitly coding every action sequence with behavior trees, imagine describing the robot's understanding of the world and letting it figure out the optimal course of action. That's the power of executable ontologies – dynamic knowledge graphs that empower robots to reason, adapt, and learn on the fly.
Think of it like this: behavior trees are like a pre-written script, while an executable ontology is like giving …
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🚀 Excited to share my latest project: a Digital Brochure Template!
https://payhip.com/b/DeCyj
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Salesforce launched a suite of monitoring tools on Thursday designed to solve what has become one of the thorniest problems in corporate artificial intelligence: Once companies deploy AI agents to handle real customer interactions, they often have no idea how those agents are making decisions.
The new capabilities, built into Salesforce's Agentforce 360 Platform, give organizations granular visibility into every action their AI agents take, every reasoning step they follow, and every guardrail they trigger. The move comes as businesses grapple with a fundamental tension in AI adoption — the technology promises massive efficiency gains, but executives remain wary of autonomous systems they can't fully understand or control.
"You can't scale what you can't see," said Adam Evans, executive vi…
Researchers at Google have developed a new AI paradigm aimed at solving one of the biggest limitations in today’s large language models: their inability to learn or update their knowledge after training. The paradigm, called Nested Learning, reframes a model and its training not as a single process, but as a system of nested, multi-level optimization problems. The researchers argue that this approach can unlock more expressive learning algorithms, leading to better in-context learning and memory.
To prove their concept, the researchers used Nested Learning to develop a new model, called Hope. Initial experiments show that it has superior performance on language modeling, continual learning, and long-context reasoning tasks, potentially paving the way for efficient AI systems that can adapt…
There’s a lot at stake when it comes to understanding how AI is changing the economy at large. What’s the right outlook to have? Join Mat Honan, editor in chief, for a special conversation with David Rotman, editor at large, and Richard Waters, Financial Times columnist, exploring what’s happening across industries and the market. Going live on December…
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It has started to get really wintry here in London over the last few days. The mornings are frosty, the wind is biting, and it’s already dark by the time I pick my kids up from school. The darkness in particular has got me thinking about vitamin D, a.k.a. the sunshine vitamin. At a checkup…
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Python development looks simple from the outside. But managing real projects is rarely easy. You need to install packages, update them, avoid version conflicts, create virtual environments, and prepare your project for distribution. Many beginners th...
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When you click on most backend development tutorials, they often teach you what to do, not how to think.That’s why many developers only realize their mistakes after they start building. So, how does one actually think like a backend developer? Before...
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Nowadays, computers can comprehend and produce human-like language thanks to Natural Language Processing. And this opens up numerous opportunities for you as a developer. This guide will teach you how to create NLP projects from scratch. It includes ...
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Today Quincy Larson interviews Alison Co and Cindy Cui, two university students who won the NW Hacks hackathon with their tool that helps people who are losing their vision learn to read Braille. He met them when GitHub invited them to their big San ...
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Rival crypto asset manager Bitwise launched its XRP ETF earlier this week.
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A steep selloff pushed ICP below the $4.33 floor, with exceptional volume marking the session’s decisive breakdown.
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Tom Lee's company could trap shareholders amid low staking yields, hefty embedded fees and vanishing NAV premium, 10x Research founder Markus Thielen warns.
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While U.S.-listed bitcoin treasury firms struggle to outperform ETFs, Japan’s harsh crypto tax code sends investors into DAT stocks, making outperformance easy.
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Trading volume explodes 98% above average as institutional sellers drive Hedera token through critical technical barriers.
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JPMorgan warning on potential MSCI exclusion sparks fresh pressure, prompting another public response from the executive chairman.
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Rep. Warren Davidson introduced legislation that allows bitcoin tax payments without incurring capital gains to beef up the U.S. Strategic Bitcoin Reserve.
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The product is set to launch in the next couple weeks, Fanatics CEO Michael Rubin said on CNBC.
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The exchange’s latest deal folds Solana-native Vector into its consumer trading arm, extending a rapid M&A streak.
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Put options have dominated trading activity over the past week.
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Bitcoin Cash (BCH) was also trading lower, down 2.3% from Thursday.
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GSR upgraded GSR One, unifying market making, over-the-counter trading and treasury services as demand for institutional-grade crypto infrastructure increases.
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Short-term realized-loss dominance is typical of market stress, but the magnitude this week stands out.
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Previously having essentially written off chances of further monetary ease in 2025, interest rate traders are now pricing more than a 70% chance of a rate cut at the Federal Reserve's December meeting.
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Your day-ahead look for Nov. 21, 2025
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Two traders captured more than $1.3 million in profits by exploiting Base’s new “flashblocks” system during the debut of the network founder’s creator coin.
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Crypto markets plunged toward April lows on Friday as a lingering liquidity crunch amplified price swings. Bitcoin and ether fell more than 10%.
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The St. Petersburg, Florida-based investment manager added to its holdings in Coinbase, Bitmine Immersion Technologies, Circle Internet and Bullish.
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Strategy's stock price has fallen sharply alongside bitcoin, marking one of its worst drawdowns since it adopted a bitcoin treasury strategy in 2020.
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BTC dropped by $3K within a minute on Hyperliquid.
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Technical indicators show Dogecoin is deeply oversold, trading below its 50-day and 200-day moving averages, signaling continued trend weakness.
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The Crypto Fear & Greed Index fell to 11 on Monday — deep within “extreme fear” territory and its lowest reading since late 2022.
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U.S.-listed spot BTC and ETH ETFs see record outflows.
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Historically, yen weakness has been linked to risk-on sentiment. However, this narrative now appears challenged against the backdrop of Japan’s mounting fiscal strains.
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The package aims to ease the burden of inflation on households and businesses, according to media report
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FlowDesk flags sustained sell pressure from old wallets, QCP notes a sudden hawkish Fed repricing, and Deribit data shows downside positioning now dominating.
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Monero's network activity reflects the real-world demand for privacy coins, but Zcash’s spike looks more like a high-beta market trade that is no longer tied to network activity.
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Maxis has announced that its Hotlink Travel SIM plans, which were introduced back in June, are getting significant upgrades. Chief among them are the speeds, which initially capped at 12Mbps, are now unlimited for both the RM35 and RM60 options. As before, the Hotlink Travel SIM plans are supported in Malaysia, Singapore, Thailand, and Indonesia. […]
The post Hotlink Travel SIM Plans Get Upgraded With Unlimited Speed And More appeared first on Lowyat.NET.
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Google has announced that it is adding support for AirDrop to Quick Share, allowing Android phones to transfer files with Apple devices, including the iPhone, iPad, and macOS products. The cross-platform sharing functionality will work with all phones in the Pixel 10 lineup first, as the search engine giant is prioritising its latest flagships. At […]
The post Google Rolls Out AirDrop Support For Android Quick Share appeared first on Lowyat.NET.
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It’s confirmed: Intel is set to reveal its Core Ultra 300 Series CPUs at CES 2026. This also confirms the naming convention of the blue chipmaker’s first offering of its next generation Panther Lake architecture. The task of launching and speaking about the Core Ultra 300 Series will fall on Jim Johnson, Senior VP and […]
The post Confirmed: Intel To Reveal Panther Lake Core Ultra 300 Series At CES 2026 appeared first on Lowyat.NET.
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Proton has officially confirmed the launch date of the all-new 2026 Proton Saga MC3 sedan. The event will take place at the Malaysia International Trade and Exhibition Centre (MITEC) next week on 27 November 2025. It will also be live streamed via the national automaker’s Facebook and Tiktok accounts at 2.15 pm on that date. […]
The post 2026 Proton Saga MC3 Launching On 27 November 2025 appeared first on Lowyat.NET.
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It’s been a little more than a week since Valve unveiled its Steam Machine, and already accessory makers Dbrand and JSAUX have begun teasing their custom plates for the gaming box. Starting with JSAUX, the accessories maker is seemingly work on E-Ink and LCD front panel for the Steam Machine, clearly inspired by the many […]
The post Dbrand and JSAUX Tease Custom Plates For The Valve Steam Machine appeared first on Lowyat.NET.
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Gaming on an ARM-based Snapdragon CPU hasn’t been a smooth journey for Qualcomm, at least based on the first time we reviewed an X Elite laptop. Well, Qualcomm says that the experience will be vastly improved with this week’s launch of its Snapdragon Control panel, among other things. With the new Control Panel, and the […]
The post Qualcomm Says Latest Windows On Snapdragon Update Will Deliver Improved Gaming appeared first on Lowyat.NET.
( 34
min )
Infographics rendered without a single spelling error. Complex diagrams one-shotted from paragraph prompts. Logos restored from fragments. And visual outputs so sharp with so much text density and accuracy, one developer simply called it “absolutely bonkers.”
Google DeepMind’s newly released Nano Banana Pro—officially Gemini 3 Pro Image—has drawn astonishment from both the developer community and enterprise AI engineers.
But behind the viral praise lies something more transformative: a model built not just to impress, but to integrate deeply across Google’s AI stack—from Gemini API and Vertex AI to Workspace apps, Ads, and Google AI Studio.
Unlike earlier image models, which targeted casual users or artistic use cases, Gemini 3 Pro Image introduces studio-quality, multimodal image generat…
ScaleOps has expanded its cloud resource management platform with a new product aimed at enterprises operating self-hosted large language models (LLMs) and GPU-based AI applications.
The AI Infra Product announced today, extends the company’s existing automation capabilities to address a growing need for efficient GPU utilization, predictable performance, and reduced operational burden in large-scale AI deployments.
The company said the system is already running in enterprise production environments and delivering major efficiency gains for early adopters, reducing GPU costs by between 50% and 70%, according to the company. The company does not publicly list enterprise pricing for this solution and instead invites interested customers to receive a custom quote based on their operation si…
Lightfield, a customer relationship management platform built entirely around artificial intelligence, officially launched to the public this week after a year of quiet development — a bold pivot by a startup that once had 20 million users and $43 million in the bank building something completely different.
The San Francisco-based company is positioning itself as a fundamental reimagining of how businesses track and manage customer relationships, abandoning the manual data entry that has defined CRMs for decades in favor of a system that automatically captures, organizes, and acts on customer interactions. With more than 100 early customers already using the platform daily — over half spending more than an hour per day in the system — Lightfield is a direct challenge to the legacy business…
The Allen Institute for AI (Ai2) hopes to take advantage of an increased demand for customized models and enterprises seeking more transparency from AI models with its latest release.
Ai2 made the latest addition to its Olmo family of large language models available to organizations, continuing to focus on openness and customization.
Olmo 3 has a longer context window, more reasoning traces and is better at coding than its previous iteration. This latest version, like the other Olmo releases, is open-sourced under the Apache 2.0 license. Enterprises will have complete transparency into and control over the training data and checkpointing.
Ai2 will release three versions of Olmo 3:
Olmo 3- Think in both 7B and 32B are considered the flagship reasoning models for advanced research
Olmo 3…
In this article, we will integrate Karpenter, which will enable our cluster to provision nodes dynamically based on actual workload requirements. Unlike Cluster Autoscaler which scales existing node groups, Karpenter provisions exactly the right-sized nodes on demand. We will need to make some adjustments to our EKS module.
Ensure you have:
An active AWS account
Terraform installed and configured
Helm installed
kubectl
In the previous part of the series, we installed and configured the Kubernetes Cluster Autoscaler (CA) on an EKS cluster provisioned with Terraform. That article showed how to let Kubernetes resize existing node groups when Pods can't be scheduled.
Karpenter takes a different approach — an open-source autoscaling solution from AWS that goes beyond resizing existing node grou…
( 17
min )
The dark web carries unique risks — phishing mirrors, fake marketplaces, tracking attempts, and unreliable links.
Full article:
https://torbbb.com/access-the-dark-web-safely/
This information is strictly for journalism, research, and cybersecurity analysis.
( 6
min )
Weird Science gets the Rewatchables treatment as Bill Simmons and Kyle Brandt revisit John Hughes’s 1985 cult classic, diving into Anthony Michael Hall’s geek squad, Kelly LeBrock’s AI goddess and Ilan Mitchell-Smith’s teen rebellion. Expect a nostalgic trip through all the film’s funniest, quirkiest moments.
They chat sex, drugs, rock ’n’ roll—and yes, chips, dips, chains and whips—while unpacking why this movie still rules 35+ years later. Don’t miss the episode (brought to you by State Farm) and be sure to subscribe to The Ringer’s channels for more deep-dives.
Watch on YouTube
( 6
min )
The 25 Best Movies of the Century series continues with Quentin Tarantino’s Inglourious Basterds snagging the No. 4 spot. Hosts Sean Fennessey and Amanda Dobbins rave about its hallucinatory WWII take, explain why it edges out Once Upon a Time in Hollywood, and hail Christoph Waltz’s scene-stealing, career-defining performance.
They also dig into the film’s lasting impact—from Tarantino’s razor-sharp dialogue to its bold alternate-history bravado—and why Basterds still ranks as one of the century’s ultimate movie-going experiences.
Watch on YouTube
( 6
min )
TL;DR
Cinema Sins dives into KPop Demon Hunters, delivering a rapid-fire 16-minute roast that gleefully rips on every over-the-top moment while still celebrating the movie’s wild fun. Along the way, they drop links to their website, socials, Patreon, poll, Discord and Reddit so you can join the Sin Squad everywhere.
The video features their core writers—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—bringing trademark snark and pop-culture jabs. If you love playful film takedowns, this one’s your next must-watch.
Watch on YouTube
( 6
min )
Disney’s recent woes continue: Marvel and Star Wars installments aren’t landing, and new releases like Wish and Elio have barely made a splash. But this isn’t uncharted territory—Disney’s had epic flops before, and in a new video series they’re diving into four of the biggest live-action disasters.
First stop: 2010’s The Sorcerer’s Apprentice. Starring Nicolas Cage, some half-baked magic gags and a giant bird sidekick, it’s the perfect kickoff to a deep-dive on what made this once-forgotten flick such a spectacular misfire.
Watch on YouTube
( 6
min )
UntitledSDG Peace & War Safety Awareness Website | By Michael & Gabriel
michaelssekabanja14-maker ・ Nov 20
#codepen
( 6
min )
A post by GnomeMan4201
( 6
min )
GitHub - hmpl-language/projects: A list of community projects built with hmpl-js
A list of community projects built with hmpl-js. Contribute to hmpl-language/projects development by creating an account on GitHub.
github.com
( 6
min )
A post by GnomeMan4201
( 6
min )
A student-led SDG project created by Year 9 students Michael Ssekabanja and Gabriel Brenden from Valleyspur International School. This website provides conflict and war safety tips, OpenStreetMap safe locations, emergency call tools, peace education videos, and a cinematic intro. Designed to support Sustainable Development Goals, especially SDG 16 — Peace, Justice & Strong Institutions.
_**on](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/lgiir2yt62gr5g2cc6bp.png)
( 6
min )
This is the most useless Python program created for entertainment purposes. I just had nothing better to do.
Github: https://github.com/EmberNoGlow/Meme-lol-Pillow/
Just like that.
Use it as you wish, it's a public domain
( 6
min )
A student-led SDG project created by Year 9 students Michael Ssekabanja and Gabriel Brenden from Valleyspur International School. This website provides conflict and war safety tips, OpenStreetMap safe locations, emergency call tools, peace education videos, and a cinematic intro. Designed to support Sustainable Development Goals, especially SDG 16 — Peace, Justice & Strong Institutions.
( 6
min )
Inglourious Basterds snagged the No. 4 spot on Sean Fennessey and Amanda Dobbins’s countdown of the 25 best 21st-century films, edging out Once Upon a Time in Hollywood with its heady mix of tension, dark humor, and Tarantino’s signature bravado. They rave about Christoph Waltz’s career-launching, swagger-filled performance and the film’s electrifying set pieces that make it a jaw-dropping theater experience.
The hosts dive into its legacy, unpacking why this bloody, revenge-fueled saga still resonates—highlighting unforgettable characters, Tarantino’s bold storytelling, and how Inglourious Basterds continues to influence modern cinema.
Watch on YouTube
( 6
min )
This is hard :(
/* Styling */
#wrapper {
position: fixed;
top: 0;
left: 0;
width: 100vw;
height: 100vh;
border: none;
z-index: 9999;
display: flex;
justify-content: center;
align-items: center;
background: linear-gradient(45deg, #f0f0f0, #c0c0c0);
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
}
button {
all: unset;
cursor: pointer;
…
( 6
min )
Overview
About UTP Cat6 Patch cord,7*0.16 26AWG (CCA) 0.5m
UTP Cat6 Patch cord,7*0.16 26AWG (CCA) 0.5m
დაკავშირებული პროდუქტები:
UTP Cat6 Patch cord,7*0.18 24AWG (CU) 3m
Learn more: UTP Cat6 Patch cord,7*0.16 26AWG (CCA) 0.5m
Originally published at innocom.ge
( 8
min )
Overview
About Ruckus ICX6450-48 - 48 პორტიანი მართვადი სვიჩი
[vc_row][vc_column][vc_column_text css="" woodmart_inline="no" text_larger="no"]Ruckus ICX6450-48 48 პორტიანი მართვადი სვიჩი
Ruckus ICX6450-48 არის მაღალი ხარისხის სვიჩი, რომელიც განკუთვნილია ქსელის ინოვაციური საჭიროებებისთვის. მისი 48 პორტიანი დიზაინი და SFP+ მხ
Learn more: Ruckus ICX6450-48 - 48 პორტიანი მართვადი სვიჩი
Originally published at innocom.ge
( 7
min )
Overview
About Ubiquiti UniFi U6-LR Wi-Fi 6 დაშვების წერტილი მაღალი გამტარობით და გაფართოებული დაფარვით
UniFi U6-LR Wireless Access Point
• სიხშირეები და სიჩქარე:
Learn more: Ubiquiti UniFi U6-LR Wi-Fi 6 დაშვების წერტილი მაღალი გამტარობით და გაფართოებული დაფარვით
Originally published at innocom.ge
( 7
min )
A post by Krisha Arya
( 6
min )
‘Weird Science’ gets the Rewatchables treatment as Bill Simmons and Kyle Brandt break down John Hughes’s 1985 teen classic—starring Anthony Michael Hall, Kelly LeBrock and Ilan Mitchell-Smith. Expect a wild ride with sex, drugs, rock ’n’ roll and even chains and whips as they dig into the film’s funniest moments and behind-the-scenes secrets.
Produced by Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, this episode mixes pop-culture nostalgia with plenty of banter (and a cheeky State Farm plug). Tune into The Ringer’s channels for more movie deep dives and must-hear takes.
Watch on YouTube
( 6
min )
Disney’s golden age of blockbusters has hit a rough patch—Marvel and Star Wars sequels faltered, and new releases like Wish and Elio barely made a ripple. But Disney’s had off-seasons before, so the crew is launching a series that dives into four colossal live-action flops.
First up is 2010’s The Sorcerer’s Apprentice: Nicolas Cage, questionable magic tricks, and a giant bird. The hosts admit the details are fuzzy, but their video will unpack every cringe-worthy moment. For bonus podcasts, early vids, and more rabbit holes, swing by bigsandwich.co.
Watch on YouTube
( 6
min )
The Cancel Reconciliation Application programming interface, in ForgeRock IDM provides a powerful tool for managing the synchronization flow between different identity systems. By using this Application programming interface,, you can dynamically cancel reconciliation operations and fine-tune the synchronization process to meet the unique needs of your organization. In this article, we'll explore the benefits and best practices for using the Cancel Reconciliation Application programming interface, in ForgeRock IDM, and provide a step-by-step guide on how to implement it.
Read more: Seamlessly Manage Synchronization Flow with Cancel Reconciliation API in ForgeRock IDM
( 6
min )
Bill Simmons and Kyle Brandt take you on a nostalgia-fueled ride through John Hughes’s 1985 teen sci-fi romp Weird Science, dissecting everything from Anthony Michael Hall’s awkward genius to Kelly LeBrock’s otherworldly glam. Expect plenty of behind-the-scenes gossip, ’80s pop-culture callbacks, and a healthy dose of irreverent humor.
They wrap up with a look at the film’s wild mix of sex, drugs, rock ’n’ roll—and yes, chips, dips, chains and whips—proving why it’s a must-rewatch for anyone who loves big laughs and bigger ’80s vibes.
Watch on YouTube
( 6
min )
Everything Wrong With The Wiz In 15 Minutes Or Less
CinemaSins is back with a fresh video spotlighting every nitpick in the 1978 musical The Wiz, timed perfectly as Wicked returns to theaters. Expect the trademark snark and rapid-fire quips as they explore whether The Wiz holds up better than you remember.
Alongside the video, they’re pushing their social universe—polls, Patreon support, Discord, Reddit, and all the usual CinemaSins channels on YouTube and social media—so you can join in the fun (and the sin-counting).
Watch on YouTube
( 6
min )
I still remember the day when a single JSON endpoint quietly became the top CPU consumer in our Go service. Nothing visually “looked” wrong: no errors, no spikes, no Go routines leaking.
30–40% of the CPU time was being spent on marshaling JSON.
That was the moment I realized how often we underestimate serialization cost in Go. And how much performance we leave on the table simply because “JSON is easy”.
In this article, I’ll walk you through my real production benchmarks comparing JSON, MessagePack, and Protobuf — not synthetic microbenchmarks, but results based on actual payloads from a high-throughput system.
1. Why Serialization Matters More Than You Think
Serialization sits on the hot path of almost every service:
sending data over HTTP
caching objects
storing documents
publishing t…
( 9
min )
You have a brilliant idea. It came to you in the shower or during a commute—a SaaS concept that solves a specific pain point, has a clear target audience, and potential for recurring revenue. You rush to your computer, fire up your terminal, and type npx create-next-app.
The adrenaline is pumping. You are ready to build the next unicorn.
But then, reality hits. Before you can write a single line of logic that makes your app unique, you have to set up authentication. Then you need to configure the database connection. Then comes the Stripe integration, webhook listeners, protected routes, email transaction providers, and responsive dashboard layouts.
Three weeks later, you are still debugging a JWT token issue. Your enthusiasm has waned, and your "brilliant idea" is gathering dust in a fold…
( 11
min )
Most shadows on the web still look like 2015: one heavy blur, too dark, pasted everywhere. Real products need shadows that signal depth without stealing attention, work on light and dark canvases, and don’t tank performance.
This guide is the fastest way I know to ship professional, layered shadows in production. It combines a mental model, copy‑paste recipes (CSS + Tailwind), a small token system, and a QA checklist you can use in code reviews today.
TL;DR
Single shadows rarely read as depth. Use 2–3 layers with decreasing opacity and increasing blur.
Typical per‑layer opacity lives between 0.06–0.22.
Prefer slightly negative spread on the tightest layer to avoid chalky halos.
In dark UI, use larger blur + lower alpha, not “darker shadows”.
Don’t animate box-shadow on big surfaces; animat…
( 9
min )
🎮 The Game Concept
The game is basically a cooperative Mini Metro: multiple players share the same transit map and have to keep it running as stations spawn across the city. Anyone can draw new train lines, extend existing ones, delete segments, or reroute an entire area if congestion hits.
It starts out peaceful.
That mix of clarity and chaos is what makes it fun — and multiplayer turns it into a kind of friendly group puzzle where communication becomes the real mechanic.
⚙️ Why I Expected Multiplayer to Be Hard
Real-time syncing is normally the hardest part of a project like this. You’ve got:
stations spawning at random positions
multiple players editing the same network
passengers moving every second
timers that need to match on every device
reconnects that shouldn’t break everything
I…
( 7
min )
On November 18, 2025, a routine change at Cloudflare, a company that powers about 20% of the web, turned into a nightmare for millions of internet users. Websites ground to a halt, apps failed to load, and error pages popped up like uninvited guests. For over five hours, core parts of the internet felt the ripple effects, from e-commerce sites to developer tools. It wasn't a hacker's plot or a massive cyber assault, as some first feared. Instead, it was a classic case of a small tweak snowballing into chaos due to overlooked limits in the system. In this article, we'll walk through the outage step by step, peering behind the curtain at the tech that failed, why it happened, and what Cloudflare is doing to ensure it doesn't repeat. Drawing from Cloudflare's own detailed postmortem, we'll ke…
( 10
min )
For teams looking to "truly harden" their iOS applications, the challenge is not about finding the "most magical" tool, but rather selecting a tool combination suited to their delivery model and operational capabilities, and turning hardening into a reusable engineering capability. This article avoids flashy marketing and instead, from an engineering practice perspective, compares several common types of IPA encryption/obfuscation tools in terms of capabilities, pros and cons, and applicable scenarios, providing implementation recommendations and typical pipelines for direct reference by development/security/operations teams.
Tool selection depends on several dimensions:
Access to Source Code: If source code is available, prioritize compile-time obfuscation (deeper protection); if not, onl…
( 9
min )
🚀 Introducing eXo Platform 7.1: A More Intuitive, Open-Source Digital Workplace for Developers & Teams
Wassim Zlitni ・ Nov 20
#opensource
#java
#productivity
#sharepoint
( 6
min )
Bill Simmons and Kyle Brandt crack open John Hughes’s iconic 1985 flick Weird Science on this Rewatchables episode, dishing on the film’s wild mix of sex, drugs, rock ’n’ roll—and yes, chips, dips, chains and whips—while celebrating Anthony Michael Hall, Kelly LeBrock and Ilan Mitchell-Smith’s unforgettable performances.
Produced by Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, this romp is brought to you (quite literally) by State Farm’s Personal Price Plan®, and you can catch more Ringer deep dives by subscribing on YouTube and following @ringer across socials.
Watch on YouTube
( 6
min )
Sean and Amanda wrap up their yearlong countdown of the 25 best 21st-century films by slotting Quentin Tarantino’s Inglourious Basterds at No. 4, arguing it outshines Once Upon a Time in Hollywood as his ultimate crowd-pleaser.
They gush over Christoph Waltz’s scene-stealing turn as Hans Landa and dig into how the movie’s audacious storytelling, dark humor, and pulse-pounding finish have cemented its place as a modern classic.
Watch on YouTube
( 6
min )
Summary
Cinemasins revisits 1978’s The Wiz, counting down every plot hole, cringe moment, and guilty pleasure in a rapid-fire “Everything Wrong With” style now that Wicked is back on the big screen.
They pepper the video with their signature snark and encourage viewers to explore more content on Cinemasins.com, follow them across YouTube, Twitter, Instagram, TikTok, join their Discord and Reddit communities, fill out a viewer poll, or support them on Patreon.
Watch on YouTube
( 6
min )
eXo Platform has just released version 7.1, building on last year’s major technical overhaul in 7.0.
🔧 What’s New in eXo Platform 7.1?
A More Modern & Intuitive User Experience
Version 7.1 focuses strongly on usability and daily efficiency:
Documents→ new thumbnail & tree views, drag-and-drop folder import, offline mode, and network drive support.
Productivity→ customizable personal workspace, enhanced unified search, and a redesigned App Center.
Chat (Matrix-based) → message replies, reactions, voice messages, sound/push notifications, and full-screen mode.
Engagement → forum-style activity feeds, decentralized engagement campaigns, and gamification widgets.
🧱 A Fully Updated, Developer-Friendly Tech Stack
JDK 21
Tomcat 10
Spring 6 & Spring Boot 3.1
Elasticsearch 8.14
OnlyOffic…
( 7
min )
I just wrote a quick deep dive on how I built this four-step onboarding layout. Nothing fancy - just a clear walkthrough you can drop into your own projects. Check it out if you're curious.
Read the article and get the code.
https://lexingtonthemes.com/blog/how-to-build-a-responsive-four-step-onboarding-section-with-tailwind-css
( 6
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‘Weird Science’ Rewatchables Breakdown
Bill Simmons and Kyle Brandt dive headfirst into John Hughes’s 1985 cult classic Weird Science, unpacking everything from its teen-tinged rock ’n’ roll vibes to memorable moments with Anthony Michael Hall, Kelly LeBrock and Ilan Mitchell-Smith. It’s your classic Ringer Rewatchables episode—expect plenty of laughs, nostalgia and cheeky commentary on the movie’s wild style.
Produced by Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, this episode is proudly sponsored by State Farm’s Personal Price Plan®. Catch it on The Ringer-Verse YouTube channel or the Bill Simmons channel, and don’t forget to subscribe for more movie deep dives!
Watch on YouTube
( 6
min )
The 25 Best Movies of the Century: No. 4 – Inglourious Basterds
Sean and Amanda dive into their yearlong countdown, hailing Quentin Tarantino’s Inglourious Basterds as the more thrilling pick over Once Upon a Time in Hollywood. They break down what makes this WWII romp one of the standout cinema experiences of the century.
From Christoph Waltz’s unforgettable turn to the film’s lasting impact on both war movies and Tarantino’s legacy, they unpack why Basterds still packs a punch and earns its spot at number four.
Watch on YouTube
( 6
min )
When Sundar Pichai Issued the Warning
Alphabet CEO Sundar Pichai recently said something that shook the industry:
“No company is immune if the AI bubble bursts.”
For two years, companies have raced into AI:
Massive investments
Fear of missing out
Pressure to add AI everywhere
Unrealistic expectations about returns
Yet even Google — a global AI leader — is uncertain about ROI.
Google revealed it increased its AI infrastructure spending from:
$30B → $90B
in one cycle.
If Google is unsure whether its AI investment will pay off…
What does that mean for the rest of the market?
Google’s Gemini File Search disrupted the entire RAG ecosystem.
In a single update, it replaced two years of “best practices”:
Vector databases
Chunking and embeddings
Retrieval logic
Custom RAG pipelines
AI…
( 8
min )
The 32-bit version of libgcc_s.so.1 was used on the 64-bit system.
uname -a
Linux RT-BE88U-A1F0 4.19.294 #1 SMP PREEMPT Wed Jan 22 22:58:22 CST 2025 aarch64 RT-BE88U_Koolcenter_mod
file /lib/libgcc_s.so.1
libgcc_s.so.1: ELF 32-bit LSB shared object, ARM, EABI5 version 1 (SYSV), dynamically linked, stripped
uname -a
Linux OpenWrt 6.6.110 #0 SMP Sun Oct 19 16:37:45 2025 x86_64 GNU/Linux
file /lib/libgcc_s.so.1
./libgcc_s.so.1: ELF 64-bit LSB shared object, x86-64, version 1 (SYSV), dynamically linked, no section header
( 6
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If you’ve already dipped your toes into TypeScript, you’ve probably met that one feature everyone talks about but no one fully explains at the start.
A type alias is basically giving a nickname to a type.
A basic explanation?
Think of it like giving your WiFi a name.
Here’s a simple example from my playground:
// type alias
type USER = {
name: string;
contactNo: string;
address: {
division: string;
city: string;
};
gender: "male" | "female";
};
const user1: USER = {
name: "Mashayeakh",
contactNo: "01777",
address: {
division: "Dhaka",
city: "Dhaka"
},
gender: "male"
};
console.log(user1);
😄 Why I Like Type Aliases
When I'm structuring data models, a type alias feels natural. It’s straightforward and doesn’t pretend to be anything else. It just bundl…
( 8
min )
Welcome to Day 40 of the #80DaysOfChallenges journey! This intermediate challenge explores finding Armstrong numbers (also called narcissistic numbers) in a given range, where a number equals the sum of its own digits each raised to the power of the number of digits. It combines digit extraction via strings, exponentiation, loop-based checking, and a helper function for clean logic, making it a solid exercise in numeric manipulation and conditionals. If you're advancing from basic loops to algorithmic checks or enjoy math-inspired problems, this "Python Armstrong numbers" script demonstrates a function that's efficient for reasonable ranges and easy to extend for larger bounds or optimizations.
This task features a core is_armstrong function that verifies a single number, used in a range l…
( 11
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 5
min )
NextGen Tools offers a Product Hunt alternative focused on real visibility.
Your launch page highlights your title, summary, images, and site link. Visitors browse new tools and support the ones they value. Higher rankings come from real votes. Products in the top 3 that place the badge on their site receive a dofollow link.
Founders launch MVPs and full SaaS products. Users view tools across multiple categories.
Launch, share, and grow with real engagement.
Start here: https://nxgntools.com
( 6
min )
When every Pod screams for CPU and memory, who decides who lives, who waits, and who gets evicted?
Kubernetes isn't just a scheduler — it's a negotiator of fairness and efficiency.
This article unpacks how Quality of Service (QoS), Priority Classes, Preemption, and Bin-Packing Scoring come together to keep your cluster stable and fair.
⚙️ The Challenge: Competing Workloads in Shared Clusters
When multiple workloads share cluster resources, conflicts are inevitable:
High-traffic apps starve lower workloads.
Batch jobs hog memory.
Pods without limits cause unpredictable evictions.
Kubernetes addresses this by applying a layered decision-making model — QoS, Priority, Preemption, and Scoring.
🧭 QoS (Quality of Service): Who Gets Evicted First
Each Pod belongs to a QoS class based on CPU and m…
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min )
git restore --source=main -- path/to/fileA.js
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https://medium.com/@natarajanck2/nat-explained-simply-how-network-address-translation-works-in-pcs-and-virtual-machines-a633bb82a016
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Jefferies said that stablecoin giant Tether has quietly become one of the gold market’s most influential new buyers.
( 35
min )
VanEck says bitcoin’s downturn is being driven by mid-cycle wallets while the oldest holders keep accumulating, with futures data showing washed-out market conditions.
( 35
min )
Industry groups signed a letter to President Donald Trump calling for new tax policy and agency action on initiatives apart from Congress' market structure work.
( 35
min )
The CFTC-regulated exchange is gaining ground on crypto-native Polymarket, offering event contracts with fiat access and legal clarity.
( 34
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Digital asset treasury firms are increasingly turning to share buybacks to arrest plunging stock prices as investor demand sours.
( 33
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The day after his confirmation hearing, the Senate Agriculture Committee made a quick vote to push Mike Selig toward the overall Senate for a final vote.
( 34
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The company's holdings, which include bitcoin and ether, have been managed through trading and hedging strategies since 2017.
( 32
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The billionaire founder of hedge fund Bridgewater believes Bitcoin faces major hurdles before it can become a global reserve currency.
( 34
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Hedera’s token slipped below key support levels as a late-session trading halt, collapsing volume, and failed recovery attempts point to mounting structural and liquidity stress.
( 35
min )
Heavy trading activity during a failed rebound attempt pushed ICP into a tighter consolidation zone below $4.95, reinforcing short-term downside risk.
( 33
min )
Michael Saylor’s 2020 move turned idle cash into crypto. Now, firms from healthcare to tech are following the playbook, with mixed results.
( 37
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U.S. stocks are also giving up a major early advance, with the Nasdaq now ahead just 0.3%.
( 33
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The Solana memecoin stayed locked in a wide consolidation band, with surging volume confirming both a resistance rejection and subsequent recovery.
( 33
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The upgrade marks a sharper strategic turn for the blockchain, aligning protocol development with economic intent and strengthening the case for ether.
( 34
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Institutional activity declined significantly, and the market remains pressured by Bitcoin's weak structure and ETF outflows.
( 36
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The exchange’s confidential filing comes amid clearer regulatory signals, a market pullback and a wave of crypto firms testing public markets.
( 34
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The Grand Court of the Cayman Islands granted the injunction against Maple Finance completing its own liquid staking token syrupBTC.
( 33
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Spot SOL exchange-traded funds extended an inflow streak since they began trading on Oct. 28 while bitcoin and ether ETFs bled hundreds of millions of dollars.
( 33
min )
Securitize partners with Plume to launch institutional-grade assets on Plume's Nest staking protocol, expanding its DeFi footprint.
( 35
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The investment is part of Tether’s broader push to expand stablecoin settlement and tokenization tools among institutions across Latin America, the firm said.
( 33
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The action comes just a couple of weeks after fellow ETH treasury firm ETHZilla sold $40 million of tokens to fund its own share buybacks.
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The expansion adds 56 MW at Barber Lake and secures $830 million in contracted revenue, reinforced by increased Google backing.
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Polygon (POL) was also a top performer, up 7.9% from Wednesday.
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The feature issues unique virtual account numbers, allowing users to receive direct deposits, like payroll payments, straight into the World App.
( 34
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The September jobs report typically would have been published in the first week of October, but was delayed till now due to the government shutdown.
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min )
The investment bank slashed price targets across so-called Datcos, citing sector-wide pressure and weaker accumulation trends.
( 35
min )
MARS and MERCURY preferred shares define a two tier equity stack as Metaplanet raises new capital.
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min )
The bank said billions in passive flows could unwind if MSCI removes Strategy from major equity benchmarks, heightening pressure on the bitcoin-levered firm.
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min )
Your day-ahead look for Nov. 20, 2025
( 40
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Strong NVIDIA guidance lifts pre market sentiment across bitcoin miners while NAKA delivers delayed Q3 losses.
( 34
min )
A long-term BTC holder moved hundreds of millions to exchanges, but the market absorbed the supply shock as altcoins suffered broad declines.
( 36
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The company sees bitcoin as a store of value, similar to gold, a spokesperson told Bloomberg.
( 33
min )
Cathie Wood's investment manager added to its holdings of Bullish (BLSH), Circle Internet (CRCL) and Bitmine (BMNR) as all three companies' stock prices fell.
( 32
min )
A new Delaware filing for the iShares Staked Ethereum Trust signals BlackRock’s intent to enter the yield-bearing ether market as issuers wait for SEC clarity on staking.
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min )
The probability of the Federal Reserve cutting interest rates has decreased significantly, now standing at 30%.
( 33
min )
Aztec Network launched its Ignition Chain, becoming the first fully decentralized Layer 2 protocol on Ethereum's mainnet.
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min )
The ARC will operate within a two-tier framework, complementing the RBI's Central Bank Digital Currency.
( 34
min )
Leader in cryptocurrency, Bitcoin, Ethereum, XRP, blockchain, DeFi, digital finance and Web 3.0 news with analysis, video and live price updates.
( 36
min )
Despite no major catalysts, broader crypto market weakness and Bitcoin's 'Death Cross' contributed to XRP's decline.
( 35
min )
With CryptoQuant flagging an exhausted demand wave and Polymarket traders clustering around an 85,000 retest, the market is trading without the catalysts that drove last year’s gains.
( 34
min )
Everything is a conspiracy theory now. MIT Technology Review’s series, “The New Conspiracy Age,” explores how this moment is changing science and technology. Watch a discussion with our editors and Mike Rothschild, journalist and conspiracy theory expert, about how we can make sense of them all. Speakers: Amanda Silverman, Editor, Features & Investigations; Niall Firth,…
( 16
min )
Digital resilience—the ability to prevent, withstand, and recover from digital disruptions—has long been a strategic priority for enterprises. With the rise of agentic AI, the urgency for robust resilience is greater than ever. Agentic AI represents a new generation of autonomous systems capable of proactive planning, reasoning, and executing tasks with minimal human intervention. As…
( 24
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Three things to know about the future of electricity The International Energy Agency recently released the latest version of the World Energy Outlook, the annual report that takes stock of the current state…
( 21
min )
One of the dominant storylines I’ve been following through 2025 is electricity—where and how demand is going up, how much it costs, and how this all intersects with that topic everyone is talking about: AI. Last week, the International Energy Agency released the latest version of the World Energy Outlook, the annual report that takes…
( 20
min )
Upgrading to a new iPhone every single year is a baffling habit, but if you’ve got the cash to burn, who’s stopping you? For everyone else who’s a little more careful with their money yet still feels oddly tempted to keep up with the annual cycle, Maxis now has something that might make that decision […]
The post Maxis Launches Yearly Upgrade Programme For iPhone Customers appeared first on Lowyat.NET.
( 36
min )
Porsche has unveiled the highly anticipated fully electric Cayenne, expanding the SUV’s powertrain lineup with two variants: the Cayenne Electric and the Cayenne Turbo Electric. Both models feature an all-wheel-drive system. In terms of design, the Cayenne EV sports slim Matrix LED headlights that are horizontally oriented and slightly rounded at the edges. The front […]
The post Porsche Debuts Fully Electric Cayenne With A Dual-Variant Lineup appeared first on Lowyat.NET.
( 37
min )
As Malaysia continues to advance its AI aspirations, Johor has rapidly grown into a data centre hub. However, such developments do not come without a price. According to a report by the South China Morning Post, state officials have asked investors to temporarily halt water-cooled expansion projects for at least 18 months, or until mid […]
The post Johor Data Centres Told To Postpone Expansions Until 2027 appeared first on Lowyat.NET.
( 33
min )
A recent SiSoftware ranker confirms that AMD’s next Ryzen Mobile series entry, codename Gorgon Point, will be officially called the Ryzen AI 9 HX 370. The entry also confirms that the red CPU and GPU maker is sticking to the same naming convention as the CPU’s predecessor. Specs-wise, the HX 470 is virtually the same […]
The post Alleged AMD Ryzen AI 9 HX 470 “Gorgon Point” Leaks appeared first on Lowyat.NET.
( 34
min )
If you’ve ever looked at a controller and thought that what it really needs is a full set of flight controls, then Honeycomb Aeronautical has got you covered. The company specialises in accessories like flight sticks and pedals, so clearly the next logical step is to pack those controls into a compact gamepad. Enter the […]
The post The Echo Aviation Controller Has A Full Set Of Flight Controls appeared first on Lowyat.NET.
( 34
min )
Oh Cloudflare. Just when you think the online service provider and web host can take a breather, it gets another problem slapped right into its face. This time, it’s an order by the Japanese courts to pay restitution to several Japanese publishers for hosting manga piracy sites. The Tokyo District Court ordered Cloudflare to pay […]
The post Japanese Court Orders Cloudflare To Pay RM13.3 Million To Publishers Over Manga Piracy appeared first on Lowyat.NET.
( 35
min )
Last month, Fujifilm unveiled the instax mini LiPlay+, succeeding the mini LiPlay. Following the initial announcement, the brand has officially brought its latest hybrid instant camera to our shores. Like the preceding model, the mini LiPlay+ doubles as a smartphone printer. Beyond that, it comes with some upgrades, including a new selfie-taking capability. As a […]
The post Fujifilm instax mini LiPlay+ Lands In Malaysia; Priced At RM938 appeared first on Lowyat.NET.
( 35
min )
If you’ve kept up with Samsung, then you might have heard that the company plans to launch its very own smart glasses sometime in 2025. But seeing how the year is almost over, we won’t be seeing it until 2026. Be that as it may, Samsung has disclosed several details about the wearable ahead of […]
The post Samsung Galaxy Glasses Details Revealed Ahead Of 2026 Unveiling appeared first on Lowyat.NET.
( 35
min )
The upcoming TQ Wuling Bingo is now open for booking, just days after the fully electric (EV) hatchback received its updated specifications. As per the automaker’s official website, both the Pro and Max variants can be reserved with a booking fee of RM50. Customers can also choose their preferred colour during the booking process. The […]
The post TQ Wuling Bingo Now Available For Booking In Malaysia appeared first on Lowyat.NET.
( 34
min )
Japanese researchers at NTT Laboratories have reportedly developed what they are calling the “world’s first spatial active noise control (spatial ANC) technology. While the technology isn’t new, its application in this context can fill a room, literally. NTT Laboratories says it achieved the spatial ANC by using a general purpose GPU, or GPGPU. “This technology […]
The post Japanese Researchers Have Developed GPU-Powered, Room-Sized ANC Technology appeared first on Lowyat.NET.
( 34
min )
U Mobile has rolled out its ULTRA5G network to three more major areas in the Klang Valley, bringing the next-generation 5G coverage to Bangi, Putrajaya, and Petaling Jaya New Town. Customers can now access the telco’s enhanced 5G experience throughout these entire townships, with supported devices displaying the “UM ULTRA5G” network name whenever the service […]
The post U Mobile Expands ULTRA5G In Bangi, Putrajaya, And PJ New Town appeared first on Lowyat.NET.
( 35
min )
Lepas Malaysia has confirmed its debut in the local market in the first half of 2026. Recently, during a Media Connection Session, the company confirmed that its first model for the Malaysian market will be the L8 SUV. As previously highlighted, the SUV showcases sharp, angular LED daytime running lights, vertically stacked LED headlights set […]
The post Lepas Malaysia Confirms L8 SUV As First Model For 2026 Launch appeared first on Lowyat.NET.
( 34
min )
HONOR’s intriguing “Robot Phone” has made an appearance during the brand’s HONOR User Carnival in China. Initially revealed just partially via numerous teasers, the device is finally shown in all of its glory to visitors of the event. In case you missed our prior coverage, what makes the HONOR Robot Phone unique is its three-axis […]
The post HONOR Robot Phone Makes First Physical Appearance In China appeared first on Lowyat.NET.
( 34
min )
TikTok is preparing to give users more control over how much AI-generated content appears in their feeds. The company confirmed that a new AI content control toggle will arrive soon in the Manage Topics section, offering a slider that adjusts the amount of AI content shown in the For You feed. This sits alongside existing […]
The post TikTok To Let Users Limit AI Content Appearing In Their Feeds appeared first on Lowyat.NET.
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The feature connects USDT balances to PIX and Mercado Pago, enabling users to pay with QR codes and converting to local currency instantly.
( 33
min )
The 67-year-old Hill’s recent autism diagnosis, as well as his advanced age, seemed to serve as mitigating factors for the sentencing judge.
( 36
min )
"Blackwell sales are off the charts, and cloud GPUs are sold out," said Nvidia CEO Jensen Huang.
( 33
min )
The protocol will instead focus on "liquidity infrastructure and deals" such as its recent $1 billion investment into PayPal's PYUSD.
( 33
min )
Mike Selig, the nominee to be the next chairman of the Commodity Futures Trading Commission, testified at his confirmation hearing in the Senate.
( 36
min )
Traders slash chances of a December cut to 33% as the Fed loses a key data point ahead of its final 2025 meeting.
( 35
min )
The New Hampshire Business Finance Authority took the opening steps toward shepherding a potential $100 million private-sector bitcoin bond.
( 34
min )
Onchain lending drove crypto-collateralized debt to a new peak in last quarter, but the leverage underpinning the market is now better collateralized than during the previous cycle.
( 35
min )
ZKPs could become the backbone of a new era of trusted AI and digital identity, giving individuals and organizations a way to interact safely and transparently across platforms and borders, argues Evin McMullen, CEO and co-founder of Billions Network.
( 39
min )
The price of bitcoin has dropped over 25% to $91,000 since Oct. 8.
( 35
min )
Market observers note stable XRP/BTC and ETH/BTC ranges and an unusually balanced top-20 ranking, signaling fundamentals-driven dispersion rather than a broad alt season.
( 34
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Part 6 of 6 | The final installment in our comprehensive Java 17 features series
This is Part 6 (final) of "Java 17 Features Every Senior Developer Should Know" - your complete desktop reference for all 6 modern Java features spanning Java 10-17. This guide consolidates everything from Parts 1-5, providing syntax cards, decision matrices, and real-world patterns you can reference while working with contemporary Java code.
We've covered 6 major Java features that fundamentally changed how developers write clean, maintainable code:
Part
Feature
Release
Purpose
1
var - Type Inference
Java 10
Eliminate verbose type declarations
2
Records - Immutable Data
Java 16
Replace boilerplate data classes
3
Sealed Classes - Hierarchy Control
Java 17
Enforce closed type systems
4
Pattern …
( 14
min )
‘Weird Science’ Rewatch with Bill Simmons & Kyle Brandt
Bill Simmons and Kyle Brandt dive headfirst into John Hughes’s 1985 cult classic Weird Science on their Ringer Rewatchables series, unpacking all the sex, drugs, rock ’n’ roll vibes (plus the inevitable chips, dips, chains and whips) that made this movie a neon-soaked time capsule.
Expect a fun, nostalgia-packed breakdown of Anthony Michael Hall, Kelly LeBrock and Ilan Mitchell-Smith’s chemistry, plus plenty of laughs and insider anecdotes about why this goofy sci-fi comedy still hooks audiences today.
Watch on YouTube
( 6
min )
A post by Theekshana Udara
( 6
min )
Introduction
A while back I was given a list of books to read in order to become a world class software engineer.One of these books was A Philosophy of Software Design by John Ousterhout. As the title implies, this book describes a way to design software. I would add how to design software that is easy to maintain.
As experienced engineers know, software engineering isn't just about creating software. User requirements may change in the future and new features may need to be added,bugs may be discovered in the existing functionality or changes in the existing codebase to make the code more efficient may be needed.
However, changing the existing codebase to incorporate these changes may interrupt existing functionality. This usually occurs because the code written was complex in the first p…
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min )
Hey fellow developers! I just released a Laravel package that makes it easy to add a database-driven chatbot to your applications. Features include:
Keyword-based Q&A with AND/OR logic
Conditional responses and session variables
Buttons and dynamic replies
Admin UI to manage intents/questions
Floating web chat widget or embedded web page
API support for programmatic messaging
Whether you want a customer support bot, FAQ bot, or just an interactive chat, this package has you covered.
🎥 Check out the demo video here: LinkedIn Video
📦 Get it on Packagist: Laravel Chatbot
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min )
I often say this program changed my life — and I mean it in the deepest, most genuine way. It has shaped my personal and professional growth in ways I never imagined as someone just exploring AWS.
My journey with AWS Community Builders began back in 2020, when I was invited to join while still an AWS Student Ambassador. At that time, I was just a kid fascinated by cloud, clueless about communities, and excited by every new AWS announcement. I had no idea how profoundly this program would impact my life.
The Early Days — When Everything Was Raw, Chaotic, and Beautiful
When I joined, the program was very different from what it is today. Back then:
People would drop questions randomly in Slack.
A few of us would jump on quick calls to help each other out.
I myself asked countless technical …
( 10
min )
Cara Hapus Atau Nonaktifkan akun Indodana Untuk membatalkan layanan Indodana (baik pinjaman tunai atau transaksi PayLater), Anda harus menghubungi whatsapp+62822193377) layanan pelanggan resmi Indodana secara langsung. Tidak ada opsi pembatalan instan melalui aplikasi.
( 6
min )
I just released a new beginner-friendly challenge on ReactChallenges — and it’s completely free!
🎧 Equalizer Challenge (Beginner – FREE)
You’ll build an animated equalizer made of multiple bars that update every few milliseconds.
It’s a fun, visual way to practice core React skills:
No prior React experience needed beyond the basics.
As always, the challenge includes:
www.reactchallenges.com/challenges/35
(The challenge is fully open — no account required.)
Hope you enjoy it!
If you know someone learning React, feel free to share it 🙌
( 6
min )
TL;DR: I built an ethical, open-source scanner called FleaMarket that finds exposed API keys in fresh GitHub repos. In a recent scan, it discovered live Google/Gemini keys in public .env files — and I helped owners secure them before any abuse occurred.
API keys in public code are like leaving your house keys under the doormat. Even if you think no one will look — bots do. Thousands of keys are scraped every hour, leading to:
Unexpected cloud bills (Stripe, Google Cloud, AWS)
Data exfiltration
Account takeovers
While GitHub’s native secret scanning blocks many leaks, new keys still slip through — especially in non-standard files like .env.vercel, .env.backup, or examples.
So I built FleaMarket: a lightweight, ethical secret hunter focused on fresh, high-risk repositories.
FleaMarket is a P…
( 8
min )
Introduction: When JavaScript Gets Tricky
Sometimes you stumble upon a tiny snippet of JavaScript and immediately feel like the language is testing your sanity: Take the example below:
Example 1:
for (var i = 1; i console.log(i), 1000);
}
What do you think it prints? 1 2 3, 3 3 3, or 4 4 4?
If you guessed 1 2 3 or 3 3 3, don’t feel too bad, you’ve just fallen into JavaScript’s classic “gotcha” trap. The actual output is: 4 4 4. You may ask, what is 4 business in all of this, how on earth is 4 console.log(i), 1000);
}
What do you think it prints? 1 2 3, 3 3 3, or 4 4 4?
Surprise! It prints: 1 2 3
The difference? It’s all about ho…
( 11
min )
TL;DR
After deploying 200+ AI projects in production over 3 years (2022-2025), I've seen the same patterns repeat: 80% of AI projects fail, not because of the technology, but because of organizational chaos, unrealistic expectations, and hidden costs that nobody talks about.
This article breaks down:
The 5 failure patterns I see systematically (with fix strategies)
Real stack comparison: Make.com vs Zapier vs n8n, ChatGPT vs Claude vs Gemini
Human-in-the-Loop architecture that actually scales
True Total Cost of Ownership (TCO) — spoiler: it's 5-10x your API costs
EU compliance (AI Act + GDPR) you can't ignore
My background: 15 years in data/automation, founder of ENDKOO (Qualiopi-certified training org in Lyon, France), consultant for enterprises ranging from SMBs to CAC40 companies. Ave…
( 15
min )
Hey everyone,
I've been using AI editors like Cursor and Windsurf heavily lately. The biggest game-changer for me was using context files (.cursorrules or AGENTS.md) to stop the AI from hallucinating or using old syntax.
But I found myself copy-pasting the same prompts over and over or forgetting to specify things like "use functional components" or "strict typing".
So, I spent this afternoon building a simple Context Generator.
How it works: It’s a simple wizard that asks you 10 questions about your project (Tech stack, Coding style, Testing preferences, Personality, etc.) and instantly generates the Markdown file ready to drop into your root folder.
The Stack:
React + Vite
Tailwind CSS
It's completely free, no sign-up required. I just wanted to solve this small friction point for myself and thought it might help you guys too.
Link: https://aigenta.netlify.app/
( 6
min )
A post by Engr. Ipaye Babatunde
( 6
min )
Where Have All The Metalheads Gone? takes you on a headbanging trip through metal’s past, checks in on what the scene looks like today, and even speculates about where it might be headed next.
Huge thanks to the Beato Club squad—over 50 dedicated supporters (from Justin Scott and Terence Mark to Piush Dahal and Toby Guidry) who keep the riff train rolling.
Watch on YouTube
( 6
min )
Summary
Bill Simmons and Kyle Brandt dive into John Hughes’s 1985 cult classic Weird Science on The Ringer’s Rewatchables, unpacking its mix of teen fantasy, sex, drugs, rock ’n’ roll and standout turns from Anthony Michael Hall, Kelly LeBrock and Ilan Mitchell-Smith.
Produced by Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo and sponsored by State Farm, this episode is a fun, nostalgia-packed romp. Don’t forget to subscribe to The Ringer-Verse and Bill Simmons YouTube channels and follow Ringer on Twitter, Facebook and Instagram for more deep dives!
Watch on YouTube
( 6
min )
Hi, I am a technology consultant at a leading software, web, mobile and eCommerce development company based in India and the USA. Last week, one of our clients requested a 3D product viewer for their eCommerce store, and our developers wanted to explore more about how to build fast 3D product viewers using React and Three.js.
So we created detailed content to help both developers and merchants understand how 3D viewers work and how they can boost conversions in modern eCommerce stores. Let’s begin!
3D product experiences are no longer “future emerging tech”; they are now driving real conversions for online eCommerce stores. With Three.js, React, and lightweight 3D model formats like GLTF/GLB, developers can build immersive product viewers that help customers understand products better, red…
( 8
min )
The Best AI Articles Dev.to Won’t Show You
Isaac Hagoel ・ Nov 18
( 6
min )
When large parts of the internet suddenly stop working, most people assume their Wi-Fi is down or their devices are acting up. But sometimes, the cause is far bigger. That was the case today when a major outage at Cloudflare, one of the most influential companies behind the scenes of the web, caused widespread disruptions across websites, apps, and online services—including X (formerly Twitter).
For many users, this raised a simple question: How can one company affect such a massive portion of the internet? To understand the answer, we need to dig into what Cloudflare does, why so many companies rely on it, and how even a rare disruption can feel like the internet is collapsing.
Cloudflare is a global internet infrastructure and security company, and millions of websites use it every day—e…
( 9
min )
After two years of steady evolution, PHP is preparing to ship another major update — PHP 8.5, scheduled for release in November 2025.
As someone who builds production-grade applications daily, I see PHP 8.5 as a meaningful step forward. It isn’t as disruptive as the JIT introduction in PHP 8.0, but it brings a collection of practical improvements that enhance developer experience, safety, and performance. PHP continues its journey toward becoming a more expressive and modern language — while still keeping the clarity and pragmatism we rely on.
Here’s my breakdown of what’s new, what’s going away, and why this release is worth paying attention to.
For developers working with long-running scripts, queue workers, or background tasks, this is a welcome upgrade.
pcntl_async_signals(true);
pcntl…
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min )
git rebase main
git checkout --theirs {path}
git add .
git rebase --continue
( 6
min )
✨ The Story Begins
There is always that one message from a friend that starts like this:
“Hey… I do not think I can make it today because something came up.”
My friend Mariana, a community manager for a local Instagram poet, had a problem.
Her client publishes several poems every night as images. These images have handwritten text, stylized filters, shadows, messy backgrounds and artistic layouts. After a few months of doing this, all the poems were saved inside a Highlight titled “Poetry Vault.”
It looks cute on Instagram.
Mariana had 91 images waiting for her.
Her brain in that moment looked like this:
She told me she could not help me with something we had planned. She had to spend the entire day typing.
So I said the sentence every developer eventually says:
“We can automate this.”
…
( 8
min )
Welcome Thread - v351
Sloan the DEV Moderator for The DEV Team ・ Nov 12
#welcome
( 6
min )
Hey everyone,
I’m working on Davia, an open-source tool that generates an editable visual wiki from local code, complete with Notion-style pages and whiteboards.
Would love your feedback or ideas!
Check it out: Github
( 6
min )
OpenAI has introduced GPT‑5.1-Codex-Max, a new frontier agentic coding model now available in its Codex developer environment. The release marks a significant step forward in AI-assisted software engineering, offering improved long-horizon reasoning, efficiency, and real-time interactive capabilities. GPT‑5.1-Codex-Max will now replace GPT‑5.1-Codex as the default model across Codex-integrated surfaces.
The new model is designed to serve as a persistent, high-context software development agent, capable of managing complex refactors, debugging workflows, and project-scale tasks across multiple context windows.
It comes on the heels of Google releasing its powerful new Gemini 3 Pro model yesterday, yet still outperforms or matches it on key coding benchmarks:
On SWE-Bench Verified, GPT‑5.1-…
Fetch AI, a startup founded and led by former DeepMind founding investor, Humayun Sheikh, today announced the release of three interconnected products designed to provide the trust, coordination, and interoperability needed for large-scale AI agent ecosystems.
The launch includes ASI:One, a personal-AI orchestration platform; Fetch Business, a verification and discovery portal for brand agents; and Agentverse, an open directory hosting more than two million agents.
Together, the system positions Fetch as an infrastructure provider for what it calls the “Agentic Web”—a layer where consumer AIs and brand AIs collaborate to complete tasks instead of merely suggesting them.
The company says the tools address a central limitation in current consumer AI: models can provide recommendations but …
Premiering November 19
VentureBeat is proud to announce the launch of its new flagship podcast, Beyond the Pilot: Enterprise AI in Action, premiering November 19 and brought to you by our anchor sponsor, Outshift by Cisco.
Enterprise AI has reached a new inflection point: workloads are going live, and the constraints are getting real. The challenge for enterprise technical leaders isn’t understanding AI’s potential — it’s navigating the messy, complex work of making it run reliably at scale.
Beyond the Pilot goes inside that reality with candid conversations from executives who’ve moved past experiments and into production — scaling AI and agentic systems that deliver measurable business value.
“Enterprise technical leaders keep telling us the same thing: the hype cycle is loud, but what …
Researchers at Meta, the University of Chicago, and UC Berkeley have developed a new framework that addresses the high costs, infrastructure complexity, and unreliable feedback associated with using reinforcement learning (RL) to train large language model (LLM) agents. The framework, DreamGym, simulates an RL environment to train agents for complex applications. As it progresses through the training process, the framework dynamically adjusts task difficulty, ensuring the agent gradually learns to solve more challenging problems as it improves.
Experiments by the research team show that DreamGym substantially improves RL training in both fully synthetic settings and scenarios where the model must apply its simulated learning to the real world. In settings where RL is possible but expensive…
Artificial intelligence is changing how big companies work every single day. What used to take hours of manual effort or long approval chains can now happen in seconds with AI-powered systems. From supply chains to IT operations, AI is helping enter...
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Every game developer obsesses over performance, textures, and frame rates, but resolution is the quiet foundation that makes or breaks visual quality. Whether you are building a pixel-art indie game or a high-fidelity 3D world, understanding how res...
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Learn how to use Three.js and Blender to design a stunning and interactive 3D portfolio! We just posted a course on the freeCodeCamp.org YouTube channel that will take you from the foundational concepts of 3D modeling in Blender to creating a fully f...
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Quantum physicists have shrunk and “de-censored” DeepSeek R1 The news: A group of quantum physicists at Spanish firm Multiverse Computing claims to have created a version of the powerful reasoning AI model DeepSeek…
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A group of quantum physicists claims to have created a version of the powerful reasoning AI model DeepSeek R1 that strips out the censorship built into the original by its Chinese creators. The scientists at Multiverse Computing, a Spanish firm specializing in quantum-inspired AI techniques, created DeepSeek R1 Slim, a model that is 55% smaller…
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Qualcomm is reportedly set to launch its Snapdragon 8 Gen5 SoC later this month and more precisely, on 26 November. Yes, that’s not a typo and as such, it should not be confused with the Snapdragon 8 Elite Gen5 that the brand launched back in September at its annual Qualcomm Summit. According to multiple reports, […]
The post Qualcomm To Launch Snapdragon 8 Gen5 SoC On 26 November appeared first on Lowyat.NET.
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Apple is preparing a significant change for iPhone users, with the latest iOS 26.2 beta offering early signs of an upcoming option to replace Siri as the default voice assistant. Code discovered in beta 3 shows new strings describing Side Button behaviour, pointing to a feature that allows users to choose a different app to […]
The post iOS 26.2 Beta Lets iPhone Users Swap Siri For Third-Party Voice Assistants, But… appeared first on Lowyat.NET.
( 35
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Tenaga Nasional Bhd (TNB) has incurred losses amounting to RM4.57 billion between 2020 and August this year due to electricity theft linked to illegal cryptocurrency mining. According to Deputy Prime Minister Datuk Seri Fadillah Yusof, TNB discovered 13,827 premises engaging in such activities, including bitcoin farms. Fadillah, who also serves as the Energy Transition and […]
The post TNB Reports RM4.57 Billion Loss From Illegal Bitcoin Mining Since 2020 appeared first on Lowyat.NET.
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realme has just announced that the Buds Clip, the brand’s first open-ear earbuds, is arriving in Malaysia on 24 November, coinciding with the GT 8 Pro. And right off the bat, the design is very reminiscent of Huawei’s own FreeClip earbuds. Marketed towards “young, active users”, the Buds Clip promises to eliminate the pressure and […]
The post realme Buds Clip To Land In Malaysia On 24 November appeared first on Lowyat.NET.
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Among all Meta-owned messaging apps, WhatsApp appears to be the only one that still lacks multi-account support, at least for iOS. However, it seems that the messaging platform is working to address that issue soon enough. According to WABetaInfo, this feature will allow users to quickly move between different WhatsApp accounts right from the settings […]
The post WhatsApp To Roll Out Multi-Account Support For iOS Soon appeared first on Lowyat.NET.
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Logitech, one of the world’s biggest PC accessories makers, recently confirmed that it was a victim of hacking. It says that a zero-day vulnerability was how the hacker got past its cybersecurity. In a filing to the SEC, Logitech says that the hacker made off with 1.8TB of company data, but that none of the […]
The post Logitech Confirms 1.8TB Of Data Was Stolen By Hackers appeared first on Lowyat.NET.
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Opensignal has released its Malaysia Mobile Network Experience – November 2025 report, offering a fresh breakdown of how the country’s major operators stacked up over the past year. The latest findings show noticeable shifts in several categories, with underdog Unifi surprisingly emerging as the biggest overall winner. According to the report, Unifi users enjoy the […]
The post TM’s Unifi Outshines Rivals In Opensignal’s 2025 Mobile Network Report appeared first on Lowyat.NET.
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Roblox will soon be rolling out a mandatory age verification system, requiring all users to provide an ID or a face scan to use the platform’s chat features. The policy will first take effect in Australia, New Zealand, and the Netherlands in December. Afterwards, the policy will expand to other markets early next year. The […]
The post Roblox Rolls Out Age Verification System; Users Now Required To Send Selfies For Chat Feature appeared first on Lowyat.NET.
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Earlier this month, HONOR confirmed that it will be releasing its newest flagship smartphone on our shores. Now, the company has announced that the Magic8 Pro will make its Malaysian debut next week, on 27 November 2025. As previously revealed, the highlight of the handset is the camera system, or more specifically, what the brand […]
The post HONOR Magic8 Pro Locks In 27 November Launch Date appeared first on Lowyat.NET.
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Global network provider Cloudflare has published a statement via its official blog concerning the major six-hour disruption yesterday on 18 November 2025, which impacted websites and services worldwide. The incident began at 7:20pm local time and resulted in significant traffic failures across its network. Among those affected included our own website and forum, as well […]
The post Cloudflare Issues Statement Regarding 18 November Outage appeared first on Lowyat.NET.
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Last week, DJI released the Osmo Action 6 in China. Despite its early launch in the drone maker’s home market, the action camera made its Malaysian debut right on schedule. Of course, at this point there’s nothing left to the imagination when it comes to the device. But to recap, the Osmo Action 6 sports […]
The post DJI Osmo Action 6 Lands In Malaysia; Priced From RM2,079 appeared first on Lowyat.NET.
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A capacidade de criar imagem com inteligência artificial online transformou completamente a forma como designers, criadores de conteúdo, empreendedores e usuários comuns produzem imagens impressionantes em poucos segundos. Nos primeiros usos, já fica evidente que as plataformas modernas de IA conseguem entender descrições complexas, estilos artísticos, iluminação e até emoções, permitindo que qualquer pessoa gere visuais dignos de profissionais sem precisar dominar softwares avançados.
Criar imagens com IA envolve modelos treinados com bilhões de dados visuais que aprendem padrões estéticos, formas, composições e estilos. Quando alguém decide criar imagem com inteligência artificial online, a plataforma interpreta o texto digitado e converte essa descrição em pixels organizados de forma co…
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When a Single Company Can Break the Internet
RIVAL ・ Nov 18
#cloudflare
#currentevents
#outage
#cloud
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Remember when everyone and their marketing intern was churning out carousel posts? Slide 1: "Here's the problem." Slide 2-9: Generic advice you could find anywhere. Slide 10: "Follow me for more."
Well, LinkedIn finally noticed.
Between July and October 2025, data from multiple analytics platforms shows that text-based "knowledge posts" are outperforming carousel content by an average of 340% in terms of meaningful engagement (comments, shares, and profile visits—not just mindless likes). Some accounts are seeing even wider gaps.
This isn't a minor tweak. This is LinkedIn fundamentally rewiring what it considers valuable content.
LinkedIn rolled out what they're calling the "Knowledge Graph Update" in three waves starting in June 2025. They didn't announce it with fanfare because, well, t…
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Why You Should Start Using Next.js Route Groups
Edema Ero ・ Nov 18
#nextjsroutegroups
#nextjsapprouter
#nextjslayouts
#nextjsroutingbestpractices
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Free, offline-capable, multi-language financial statement analysis for Ukrainian businesses - powered 100% in the browser (no servers, no API keys).
Live Demo: https://whitewaw.github.io/Assessment-of-Ukrainian-financial-statements/
GitHub Repo: https://github.com/whitewAw/Assessment-of-Ukrainian-financial-statements
Small and medium businesses in Ukraine (and anywhere) often need quick insights from their balance sheet and income statement without sending data to third-party services or paying SaaS fees. I wanted:
Zero back-end infrastructure
Professional-grade ratio analysis and multi-year comparison
Installable PWA with offline mode
Strict privacy: data never leaves the browser
AI assistance without OpenAI keys or billing surprises
Blazor WebAssembly + Chrome's built-in Gemini Nano mad…
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Everything Wrong With The Wiz In 15 Minutes Or Less
CinemaSins is back on the yellow brick road, using the buzz around Wicked’s theatre return to rip apart 1978’s The Wiz—slicing through every plot hole, oddball moment, and “sin” in just 15 minutes.
Wanna dig deeper? Check out all their channels (TVSins, CommercialSins, CinemaSins Podcast), hit up their site or Linktree for the latest, join the sinful poll, and consider supporting the team on Patreon. Plus, they’re everywhere—Discord, Reddit, Instagram, TikTok and more!
Watch on YouTube
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Upgrading your React-Native app from Android SDK 34 to 35 should be simple. Google releases a new SDK → you update compileSdkVersion and targetSdkVersion → rebuild → ship update. Right?
Wrong.
What I Upgraded
compileSdkVersion = 34 -> // upgrade to 35
I also added this to styles.xml (required for Android 15 / API 35 edge-to-edge changes):
true
My project is on:
The Nightmare Begins - AAPT2 Crash on Android 35
As soon as I attempted to build:
Execution failed for task :app:processProdDebugResources
This is a fatal AAPT2 crash that makes the entire build impossible.
I tried following:
✔ Deleted Android 35 platform
rm -rf ~/Library/Android/sdk/platforms/android-35
Nothing worked.
Why?
Because Android 35 ships a new resources…
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Five months of obsessive coding just for this...
Unknownerror-404 ・ Nov 17
#rasa
#ai
#devjournal
#python
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KubeCon North America 2025 was actually two different events happening simultaneously in the same building.
The first KubeCon lived on the exhibit floor. Every third booth featured some variation of "AI Agent" in the marketing. Autonomous operations. Self-healing infrastructure. Intelligent orchestration. The demos were slick. The pitch decks promised transformation. NVIDIA showcased Agent Blueprints. Google announced Agent-to-Agent protocols on GKE. Vendors competed to out-automate each other.
The second KubeCon happened in hallways, coffee lines, and after-hours conversations. This is where I spent most of my time. And not a single conversation was about AI agents.
Instead, many of the folks I talked to asked questions like:
The Numbers That Don't Make Headlines
global AI agent market is…
( 11
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Here's what's happening right now in marketing departments everywhere: someone's building a 2026 budget in a spreadsheet, copying last year's numbers, adjusting for inflation, and calling it "data-driven."
I get it. Budget planning season feels like being asked to predict the weather 14 months from now. But here's the thing—you don't need perfect foresight. You need a framework that adapts when (not if) things change.
After watching companies waste six figures on "strategic initiatives" that die by February, I've learned that Q1 budget allocation isn't about spreading money evenly across channels. It's about strategic bets backed by actual performance data, not wishful thinking.
Forget the vanity metrics for a minute.
Go into your analytics and pull revenue attribution by channel for the p…
( 11
min )
Weird Science Gets the Rewatchables Treatment
Bill Simmons and Kyle Brandt dive headfirst into John Hughes’s 1985 cult classic Weird Science, unpacking all the teen mayhem—sex, drugs, rock ’n’ roll and high-tech hijinks—with Anthony Michael Hall’s lovable geeks and Kelly LeBrock’s iconic creation. They riff on Hughes’s signature blend of wit, whimsy and ’80s excess that turned a wild premise into a pop-culture staple.
This episode of The Ringer’s Rewatchables, produced by Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, is your backstage pass to movie nostalgia. Catch it on The Ringer-Verse and Bill Simmons’s YouTube channels, and head to theringer.com for even more deep dives.
Watch on YouTube
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Table of Contents
The Risk of Standing Permissions and the Principle of Just-Enough Access (JEA)
Foundation for JEA: Automated Data Discovery and Classification
Applying Tag-Based Access Control with IAM Conditions
Applying Column-Level Controls with Dynamic Data Masking
Automating JIT Approvals for Operational Efficiency
Securing Machine Identities with Just-in-Time Access
Balancing Security and Utility: A Modern Data Governance Strategy
Recently, I encountered a question that illustrates the fundamental trade-off between security and utility inherent in most system designs. As data has become a critical and integrated part of business operations, a robust data platform is designed to ensure reliability, accuracy, and effective data governance. This immediately raises a critical que…
( 11
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The Problem That Keeps Medical Coders Up at Night
Imagine you're processing disability claims for veterans. Each claim contains dense medical documentation—thousands of characters describing symptoms, diagnoses, and treatment history. Your job? Extract the correct ICD-10 diagnostic codes from this narrative. Miss a code, and a veteran might not receive the benefits they've earned. Add an incorrect code, and you've created compliance issues.
Now imagine doing this hundreds of times per day, under pressure, with 158+ possible diagnosis codes to remember.
This is exactly the type of problem that makes medical coding both critically important and incredibly challenging. And it's the perfect use case for Natural Language Processing (NLP). But here's the catch: training an AI to do this isn't …
( 14
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Here's something that'll mess with your head: 95% of purchasing decisions happen subconsciously. Your customers think they're being rational, weighing features and benefits like good little economists. They're not.
They're making gut-level decisions based on psychological triggers that have been hardwired into human brains for thousands of years, then reverse-engineering logical justifications afterward. And if you're still writing product descriptions like you're filling out a spec sheet, you're missing the entire game.
I've spent the better part of a decade watching companies throw money at marketing campaigns that ignore basic human psychology, then act surprised when their "objectively superior product" loses to a competitor with worse features and better storytelling. The thing is, ma…
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OWASP Cornucopia 3.0 - A call for card game designers!
Johan Sydseter for OWASP® Foundation ・ Nov 13
#gamedev
#security
#design
#webdev
( 6
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Bill Simmons and Kyle Brandt are back with a new Ringer Movies Rewatchables episode, diving into John Hughes’s 1985 classic Weird Science. Expect their trademark mix of sex, drugs, rock ’n’ roll and plenty of offbeat gadgetry as they break down Anthony Michael Hall, Kelly LeBrock and Ilan Mitchell-Smith’s sci-fi teen caper.
Produced by Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, this installment is brought to you with a shout-out to State Farm’s Personal Price Plan®—and of course, a reminder to subscribe to The Ringer channels for more deep dives, hot takes and movie nostalgia.
Watch on YouTube
( 6
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Today’s Cloudflare outage reminded us of a painful truth:
One service going down can paralyze thousands of businesses in seconds.
From 500 errors, failed dashboards, broken APIs, to login sessions timing out — the outage hit almost every corner of the internet. Even Cloudflare’s own dashboard and API were failing.
And yes… agencies and dev teams everywhere felt the pressure instantly.
🔥 What Happened?
Cloudflare confirmed a global issue affecting multiple services:
https://www.cloudflarestatus.com/
Their current update states:
“Cloudflare is aware of an issue impacting multiple customers: Widespread 500 errors, Dashboard & API failing. We are investigating.”
If you saw the browser working → Cloudflare error → host working screen, this was it.
💡 How This Affects Agencies & Dev Teams
Many …
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Every week, I run small experiments with context-driven development (CDD), AI tools, and imdone - a tool I built that keeps your backlog right in your source code so you never lose context.
This week, I'm putting Claude Code to the test on a real-world feature: allowing developers to select which JIRA project to add issues to when using imdone-cli.
Why This Feature Matters
On my team, we constantly juggle multiple JIRA projects. We have our main development project, but we also need to create tickets for the infrastructure team, file bugs in different projects, and coordinate across team boundaries.
Previously, switching between projects meant manually editing configuration files or working around limitations. This new feature eliminates that friction, making cross-team coll…
( 10
min )
When updating network configuration in portal.azure.com -> Storage account -> Security + networking -> Networking, your whole CORS setup is erased.
For example try to modify your IPv4 allowed list and check that your previous CORS settings are gone forever.
If this is a feature, please explain the logic of it...
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Docker has become one of the most essential skills for DevOps Engineers, Cloud Engineers, Developers, and Platform Teams. It simplifies application packaging, streamlines deployments, supports microservices architectures, and enables environments that are predictable and portable. This blog provides a complete, professional overview of Docker—from core concepts to advanced usage—designed for engineers already working in cloud and DevOps environments.
Introduction: Why Docker Matters in Modern Infrastructure
In today’s technology landscape, businesses demand rapid deployments, consistent environments, and applications that scale effortlessly. Traditional deployment models fail to keep up due to dependency conflicts, OS variations, and infrastructure complexity.
Docker solves these challenge…
( 9
min )
The best ideas don’t happen alone.
They happen when people share what’s real — the wins, the fails, and everything in between.
So we want to hear from you:
What are the biggest challenges you face in software development, testing, or ethical AI?
Jump into the comments — no polished answers needed.
Just real talk, shared lessons, and maybe a few laughs along the way...
( 6
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‘Weird Science’ gets the Rewatchables treatment as Bill Simmons and Kyle Brandt crank up the nostalgia on John Hughes’s 1985 techno-teen comedy. From Anthony Michael Hall’s awkward genius to Kelly LeBrock’s sci-fi fantasy mom, they riff on the film’s sex, drugs, rock ’n’ roll—and yes, chips, dips, chains and whips—just like any self-respecting movie breakdown should.
With producers Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo steering the ship, expect plenty of laughs, pop-culture deep dives and the kind of off-the-wall takes that make revisiting a cheesy ’80s classic this much fun.
Watch on YouTube
( 6
min )
As a Senior Automation Engineer, I deal with hundreds of technical documents every month — datasheets, schematics, internal protocols, and legacy codebases.
We all know the power of LLMs like GPT-4. Being able to ask, “What is the maximum voltage for the RS485 module on page 42?” and getting an instant answer is a game-changer.
But there is a problem: Privacy.
I cannot paste proprietary schematics or NDA-protected specs into ChatGPT. The risk of data leakage is simply too high.
So, I set out to build a solution. I wanted a “Second Brain” that was:
100% Offline: No data leaves my local network.
Free to run: No monthly API subscriptions (bye-bye, OpenAI bills).
Dockerized: Easy to deploy without “dependency hell.”
Here is the architecture I built using Llama 3, Ollama, and Docker.
The Archit…
( 8
min )
Document extraction is still one of the slowest moving parts in automation architectures. Even with mature workflow engines, LLM based reasoning and event driven orchestration, everything stalls the moment a document arrives as a PDF, scan or image based upload. Manual interpretation or data entry acts as a blocking synchronous task inside an otherwise asynchronous architecture.
DeepSeek OCR introduces a set of capabilities aimed at solving document handling at scale by focusing on structured extraction with layout awareness and downstream automation compatibility. This article takes a technical angle focused on where DeepSeek OCR fits inside real automation flows, how it behaves in larger environments and how it can be engineered into robust pipelines.
DeepSeek OCR is not positioned as a…
( 14
min )
The Workspace Developer Relations team held the EMEA version of the Google Workspace Developer Summit in Paris, France. See what it’s like to host such an event.
#googleworkspacedevelopersummit #googleworkspaceplatform #googleworkspace
Follow youtube.com/@googleworkspacedevs
( 9
min )
Hi Everyone,
We have built Droidrun, the first native mobile AI agent that can automate mobile devices and its completely open-source 😌
New things happening lately:
Product Hunt.
Reached 6k stars on github!
Here is the link to the repo:
https://github.com/droidrun/droidrun
Check out the use cases and setup tutorial:
https://youtu.be/u9ebQ_wOBnw?si=oCWCRSBNapFFZ-Ny
( 6
min )
‘Weird Science’ Rewatchables
Bill Simmons and Kyle Brandt crack open John Hughes’s 1985 sci-fi teen comedy, Weird Science, in a delightfully off-the-rails Rewatchables episode. They romp through all the sex, drugs, rock ’n’ roll (and yes, chips, dips, chains and whips), dissecting Anthony Michael Hall’s hapless nerds, Kelly LeBrock’s instantly iconic Lisa and Ilan Mitchell-Smith’s awkward heroics.
Producers Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo keep the banter rolling, making this one of the most fun deep-dives into a cult classic you didn’t know you needed. Don’t forget to subscribe to The Ringer-Verse and Bill Simmons channels for more movie madness.
Watch on YouTube
( 6
min )
“I didn’t realize how much of my life I’d given away… until I checked what my apps knew about me.”
A friend sent me that message recently. She wasn’t exaggerating. One quick look into her app permissions and she discovered that a simple photo-editing app had access to her microphone, location, full gallery, and even real-time behavioral data.
But the lesson stayed with me:
👉 People are more aware, more cautious, and more protective of their digital lives than ever.
👉 And they want content creators to help them stay informed, empowered, and safe.
This is why addressing data privacy, AI ethics, and digital rights is no longer optional. It is a duty — and a powerful way to build trust, authority, and influence.
🔥Your Audience Is Not Just Consuming Content… They’re Trusting You
Every time …
( 8
min )
A Computer Port Defined
A computer port is a physical or virtual interface that enables data to flow between a computer and external devices, or between software applications and network connections. They are essential for communication and connectivity.
Computer ports can be understood from two primary contexts:
Physical ports (hardware)
Virtual/logical ports (software networking)
These are the physical sockets on the computer's casing where you plug in cables and devices. They provide a standardized mode of connection to peripherals like monitors, keyboards, mice, printers, and external hard drives. Examples include USB, HDMI, Ethernet, and audio jacks.
These are not physical sockets but numerical identifiers (ranging from 0 to 65,535) used by networking protocols, e.g., TCP, UDP, a…
( 8
min )
Jahari Stampley takes us behind the scenes of his rise to the cutting edge of improvisational jazz piano, from his big win at the Herbie Hancock Institute of Jazz Piano Competition to the breakthrough techniques that make his playing feel like nothing you’ve heard before.
Along the way he gives a shout-out to his My Beato Club supporters, whose backing helps him keep innovating and sharing his music with the world.
Watch on YouTube
( 6
min )
Bill Simmons and Kyle Brandt dive into the Ringer’s latest Rewatchables episode all about John Hughes’s 1985 teen classic Weird Science, starring Anthony Michael Hall, Kelly LeBrock and Ilan Mitchell-Smith. Expect a fun, informal romp through the movie’s wild 80s vibe—sex, drugs, rock ’n’ roll and all the neon-soaked antics that made it a cult favorite.
Watch on YouTube
( 6
min )
Why Prompt Templates Are the New APIs
Jaideep Parashar ・ Nov 18
#webdev
#ai
#api
#architecture
( 6
min )
Modern developers work across multiple databases, cloud environments, and tools. Yet, most existing database GUIs either focus on a single engine, lack AI assistance, or lock core features behind paid tiers.
To solve this, I’ve been building dbfuse-ai, an open-source, cross-database GUI with prompt-based AI-assisted SQL generation, driver-based extensibility, and a roadmap to support advanced features such as MCP integration, ER diagrams, schema exploration, and more.
This project is growing quickly, and I’m actively looking for contributors who are interested in databases, Node.js, backend systems, AI integrations, and open-source collaboration.
dbfuse-ai is a flexible JavaScript/TypeScript-based library that provides:
A unified interface for working with multiple SQL databases
A pluggab…
( 8
min )
Modern developers work across multiple databases, cloud environments, and tools. Yet, most existing database GUIs either focus on a single engine, lack AI assistance, or lock core features behind paid tiers.
To solve this, I’ve been building dbfuse-ai, an open-source, cross-database GUI with prompt-based AI-assisted SQL generation, driver-based extensibility, and a roadmap to support advanced features such as MCP integration, ER diagrams, schema exploration, and more.
This project is growing quickly, and I’m actively looking for contributors who are interested in databases, Node.js, backend systems, AI integrations, and open-source collaboration.
dbfuse-ai is a flexible JavaScript/TypeScript-based library that provides:
A unified interface for working with multiple SQL databases
A pluggab…
( 8
min )
Cloud computing has revolutionized how companies build and deploy software applications. Instead of investing in physical servers and networking equipment, organizations can now set up global IT environments within minutes and scale on demand. But this convenience comes with new security risks. As more critical data and applications move to the cloud, attackers follow. Securing your cloud environment isn’t optional anymore; it’s fundamental to building trust, ensuring resilience, and avoiding costly breaches.
This guide walks through why cloud security matters now more than ever, how it differs from traditional on-premises security, and how AWS Identity and Access Management (IAM) plays a central role in protecting your cloud assets. You’ll find clear analogies, practical examples, and vis…
( 12
min )
The funding, which values Kraken at $20B, accelerates plans to integrate traditional markets with crypto infrastructure across multiple regions.
( 34
min )
Robinhood is working on infrastructure developments, said Offchain Labs' A.J. Warner, including 24/7 trading, and leveraging technologies like Arbitrum Stylus for compatibility.
( 34
min )
The Canadian government narrowly won favor in Parliament for its budget push that includes a new policy governing stablecoins.
( 34
min )
LINK could target $14.50 if momentum sustains, CoinDesk Research's analysis tool suggested.
( 34
min )
Futures prices for BTC are trading below spot prices, signaling "extreme fear," which can sometimes be read as a contrarian buy signal.
( 34
min )
Senator Elizabeth Warren is maintaining political heat on President Trump's World Liberty Financial business interests in a letter to the Treasury and DOJ.
( 35
min )
Some in the crypto world have called for DePIN to be more widely adopted to combat internet outage issues.
( 34
min )
After plunging below $90,000 overnight, BTC has regained the $93,000 level in U.S. morning action.
( 32
min )
The U.S. Office of the Comptroller of the Currency explained to the national banks it oversees how they can hold crypto for paying gas fees.
( 34
min )
The bond uses Broadridge Financial Solutions' tokenization technology and runs on the Canton Network, a privacy-enabled blockchain infrastructure.
( 33
min )
Standard Chartered’s Geoffrey Kendrick says bitcoin’s steep decline is part of a recurring pattern, with a rebound into year-end in his base case.
( 34
min )
Stellar drops from $0.2577 amid broad consolidation, but technical bounce from $0.248 signals buying interest remains intact.
( 34
min )
Revolut customers in the UK and non-European Union EEA countries can do crypto remittances in USDC, USDT, and POL.
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The incubator aims to fund stablecoin projects backed by compute, energy and fintech credit using Sky's up to $2.5 billion commitment, Framework Ventures' Vance Spencer said in an interview.
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Hedera's native token cracked key support levels on surging volume, forming double-bottom pattern before late-session stabilization attempts.
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Aptos (APT) was also a top performer, gaining 5.3% from Monday.
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The firm’s staking-enabled Solana fund debuts as inflows into early SOL products accelerate.
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The stablecoin issuer's investment comes as BTC-backed lending scales rapidly, with Ledn surpassing $1 billion in originations this year and positioning for global expansion.
( 33
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A widespread Cloudflare outage disrupted major parts of the internet on Tuesday, knocking many crypto platforms offline.
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Your day-ahead look for Nov. 18, 2025
( 40
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Bitcoin hovered near $91,000 as sentiment hit "extreme fear," volatility jumped and leveraged traders absorbed over $1 billion in liquidations while altcoins fell further.
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Market drawdown pushes bitcoin below 2025 key cost basis levels.
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Move brings regulated euro and dollar stablecoins into Deutsche Börse’s settlement and collateral tools.
( 34
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The price of IBIT has dropped 16% to $52, a level last seen in April.
( 33
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Move introduces verified aliases for crypto transfers and adds an ID layer to self-custody tools.
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Bitcoin’s drawdown, alongside cross-pair stability and steady on-chain activity, points to a market clearing excess leverage rather than shifting into a high-beta altcoin run.
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The country has added nearly 100 million dollars to the national bitcoin treasury as BTC trades below $90k.
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The memecoin's technical structure is weakened, with key support at $0.1520 needing to hold to prevent further declines.
( 35
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Traders should watch the $2.15 pivot, as holding this level could lead to a bounce, while a break below may trigger further declines.
( 35
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The latest on-chain move comes as BTC's spot price continues to slide.
( 32
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BTC looks oversold, according to the 14-day RSI indicator.
( 33
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The drop to $89,420 — its lowest level since February — comes just six weeks after prices topped out at a record $126,250, marking a sharp reversal.
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In a statement to CoinDesk, FDT's Vincent Chok said his company "welcomes any steps that assist Techteryx in pursuing recovery of its funds from the Aria entities."
( 33
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A fast reset in downside odds mirrors QCP’s warning of flat-footed pro desks, with Glassnode highlighting oversold momentum and moderating ETF outflows.
( 34
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In this handbook, you’ll learn what Docker is, why it’s become an essential, must-have skill for backend and full-stack developers in 2025, and most importantly, how to use it in real-world projects from start to finish. We will go far beyond the usu...
( 40
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Every developer working with large language models eventually faces the same challenge: prompts keep getting longer, models keep getting slower, and API bills keep getting higher. Whether you’re building a retrieval-augmented generation (RAG) system ...
( 7
min )
We just posted course on freeCodeCamp.org YouTube channel that will teach you how to transform messy, hard-to-maintain JavaScript code into clean, readable, and professional-quality code that scales. This course was developed by Tapas Adhikary. He'll...
( 3
min )
In what appeared to be a bid to soak up some of Google's limelight prior to the launch of its new Gemini 3 flagship AI model — now recorded as the most powerful LLM in the world by multiple independent evaluators — Elon Musk's rival AI startup xAI last night unveiled its newest large language model, Grok 4.1.
The model is now live for consumer use on Grok.com, social network X (formerly Twitter), and the company’s iOS and Android mobile apps, and it arrives with major architectural and usability enhancements, among them: faster reasoning, improved emotional intelligence, and significantly reduced hallucination rates. xAI also commendably published a white paper on its evaluations and including a small bit on training process here.
Across public benchmarks, Grok 4.1 has vaulted to the top…
After more than a month of rumors and feverish speculation — including Polymarket wagering on the release date — Google today unveiled Gemini 3, its newest proprietary frontier model family and the company’s most comprehensive AI release since the Gemini line debuted in 2023.
The models are proprietary (closed-source), available exclusively through Google products, developer platforms, and paid APIs, including Google AI Studio, Vertex AI, the Gemini CLI, and third-party integrations across the broader IDE ecosystem.
Gemini 3 arrives as a full portfolio, including:
Gemini 3 Pro: the flagship frontier model
Gemini 3 Deep Think: an enhanced reasoning mode
Generative interface models powering Visual Layout and Dynamic View
Gemini Agent for multi-step task execution
Gemini 3 engine embedd…
In the winter of 2022, as the tech world was becoming mesmerized by the sudden, explosive arrival of OpenAI’s ChatGPT, Benjamin Alarie faced a pivotal choice. His legal tech startup, Blue J, had a respectable business built on the AI of a bygone era, serving hundreds of accounting firms with predictive models. But it had hit a ceiling.
Alarie, a tenured tax law professor at the University of Toronto, saw the nascent, error-prone, yet powerful capabilities of large language models not as a curiosity, but as the future. He made a high-stakes decision: to pivot his entire company, which had been painstakingly built over nearly a decade, and rebuild it from the ground up on this unproven technology.
That bet has paid off handsomely. Blue J has since quietly secured a $122 million Series D fund…
Managing and maintaining AI systems remains a challenge for many enterprises, particularly with the potential for agentic sprawl to expose businesses to risky entry points.
Microsoft entered the observability fray with the launch of Agent 365 during its annual Ignite conference Tuesday. It described Agent 365 as the control plane for AI agents, serving as an observability layer for enterprises running any agent. The company said the platform “delivers unified observability” through telemetry, dashboards, and alerts to track every agent in use.
Agent 365 supports any agents, whether built on Microsoft’s platforms or from third parties, including Adobe, Databricks, Cognition, and ServiceNow.
“Agent 365 marks a new chapter in how organizations build, secure, and scale their agents. This is …
The Ryder Cup is an almost-century-old tournament pitting Europe against the United States in an elite showcase of golf skill and strategy. At the 2025 event, nearly a quarter of a million spectators gathered to watch three days of fierce competition on the fairways. From a technology and logistics perspective, pulling off an event of…
( 25
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Training an AI model to predict equipment failures is an engineering achievement. But it’s not until prediction meets action—the moment that model successfully flags a malfunctioning machine—that true business transformation occurs. One technical milestone lives in a proof-of-concept deck; the other meaningfully contributes to the bottom line. Craig Partridge, senior director worldwide of Digital Next…
( 24
min )
Google today unveiled Gemini 3, a major upgrade to its flagship multimodal model. The firm says the new model is better at reasoning, has more fluid multimodal capabilities (the ability to work across voice, text or images), and will work like an agent. The previous model, Gemini 2.5, supports multimodal input. Users can feed it…
( 20
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The State of AI: How war will be changed forever —Helen Warrell & James O’Donnell It is July 2027, and China is on the brink of invading Taiwan. Autonomous drones with AI targeting…
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Experiencing issues loading certain websites (including ours) or refreshing your feed on X? You’re not alone, as global network provider Cloudflare is currently facing technical problems on its end. The issue has persisted, albeit inconsistently, since around 7:30pm this evening. Affected users are greeted with a 500 Internal Error page when accessing certain sites, which […]
The post Cloudflare Technical Issues Disrupt Websites And Services Worldwide appeared first on Lowyat.NET.
( 33
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Transport Minister Anthony Loke has announced that the Malaysian government is moving forward with a major reform of the Kejara demerit system. According to him, the Transport Ministry (MOT) expects to complete the technical overhaul of the system by the first half of 2026, with enforcement measures to be introduced in stages during the second […]
The post MOT To Overhaul Kejara Demerit System; Implementation Begins In 2026 appeared first on Lowyat.NET.
( 35
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After Pikachu and Mario dipped their toes into the big screen, it was only a matter of time before Nintendo’s other major IP followed suit, and things are looking quite promising. Earlier today, the Japanese gaming giant revealed their first look into the upcoming Legend of Zelda movie. Nintendo released the images earlier today through […]
The post Stills For Live-Action Legend Of Zelda Movie Is Out And It Looks Promising appeared first on Lowyat.NET.
( 38
min )
A few days ago, Works Minister Datuk Seri Alexander Nanta Linggi announced that the open payment toll collection system utilising Automatic Number Plate Recognition (ANPR) technology was in the Request for Proposal (RFP) stage. Later, it was reported that some of the alleged entities have submitted proposals, which include JustGo Digital Bhd. Recently, Deputy Works […]
The post Works Ministry Evaluates JustGo System For ANPR Based Toll Payments appeared first on Lowyat.NET.
( 34
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Illegear is introducing the SWIF 27 Ultra gaming monitor. Specifically, the display is a dual-mode gaming monitor, capable of switching between two resolutions and refresh rates. Specs-wise, the SWIF 27 Ultra is a 27-inch monitor with an IPS panel. Regarding its dual-mode nature, the monitor has the ability to switch between two native resolutions and […]
The post Illegear Launches SWIF 27 UItra Monitor; Retails For RM1,699 appeared first on Lowyat.NET.
( 34
min )
Suzuki Malaysia and its sole distributor, Naza Eastern Motors Sdn Bhd, has launched the Fronx Hybrid for the local market. It only comes in one version, compared to the variants that were expected as in the Indonesian market. Design-wise, the Fronx features a coupe-like silhouette and dimensions of 3,995 mm in length, 1,765 mm in […]
The post Suzuki Malaysia Launches Fronx Hybrid; Priced At RM147,888 appeared first on Lowyat.NET.
( 37
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For years, Malaysians have enjoyed the incredible benefits and discounts provided by Grab and its GrabRewards programme. However, you might be surprised that it’s now getting a fresh coat of paint. Moving forward, GrabRewards will now be known as GrabCoins and to celebrate the occasion, Grab is giving you even more ways to earn these […]
The post Goodbye GrabRewards, Hello GrabCoins: Enjoy More Exciting Ways To Earn & Spend appeared first on Lowyat.NET.
( 36
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Last month, Nintendo announced that it will be introducing Nintendo eShop and Nintendo Switch Online in the Southeast Asia region, including Malaysia. Now, just as promised, the services are officially available here. The eShop is directly accessible through the Switch or Switch 2, allowing players to purchase and download games and other content. Of course, […]
The post Nintendo eShop, Switch Online Membership Launched In Malaysia; Starts From RM13/Month appeared first on Lowyat.NET.
( 35
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The new 14-inch MacBook Pro with the M5 chip is now available for purchase in Malaysia. Apple says the laptop is currently limited to orders through its official website, with in-store availability at The Exchange 106 and authorised retailers beginning tomorrow, 19 November 2025. Introduced last month, the new 14-inch MacBook Pro retains the design […]
The post Apple 14-Inch MacBook Pro With M5 Chip Now Available In Malaysia appeared first on Lowyat.NET.
( 35
min )
Gigabyte officially launched its new X870E Aorus Xtreme X3D AI TOP motherboard. As per the brand’s official press release, the motherboard is purpose-built for AMD’s Ryzen X3D CPUs and comes equipped with many modern PC features. Chief among the features is an X3D Turbo Mode 2.0, thanks to a new built-in AI model and improved […]
The post Gigabyte Launches X870E Aorus Xtreme X3D AI TOP Motherboard appeared first on Lowyat.NET.
( 35
min )
For the most part, phone cases are decorative accessories that serve a protective purpose. At the moment, cases that add some form of functionality are few and far between, but Apple might be looking to change that. At least, if a recent rumour proves to be accurate. In a Weibo post, leakster Instant Digital claimed […]
The post Future Apple iPhone Pro Cases Might Get Touch Sensitive Controls appeared first on Lowyat.NET.
( 35
min )
The eagle-eyed writers at Android Authority claim to have discovered what they allege to be Samsung’s next generation Galaxy Buds 4 Pro wireless earbuds. As to where they found it, it was apparently hidden within the animation of the leaked One UI 8.5. Mention of the Buds 4 Pro have been popping up at regular […]
The post Alleged Samsung Galaxy Buds 4 Pro Leaks In One UI 8.5 Animations appeared first on Lowyat.NET.
( 35
min )
Not too long ago, Disney renamed its streaming service for the local market to Disney+. Following this change, the company has announced a price hike for its subscription plans. The updated pricing will take effect next month, starting from 18 December 2025. According to a post on the streaming platform’s helpdesk page, Disney+ Basic Monthly […]
The post Disney+ To Raise Subscription Prices; Starts From RM29.90/month appeared first on Lowyat.NET.
( 34
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Transport Minister Anthony Loke has announced that the target date of operations for the Light Rail Transit 3 (LRT3) line has been pushed back to 31 December 2025 or later, depending on the outcome of ongoing tests. This marks yet another delay for the new 37.8km line, which was previously slated to commence in September, […]
The post LRT3 Operations Delayed Again; May Start At Tail-End Of 2025 Or Next Year appeared first on Lowyat.NET.
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Hey folks, this is the first issue with the new template for the newsletter. I'm still working on the design, but I wanted to get it out there so you can see the changes. Let me know in case you have any feedback.
– Erfan Ebrahimnia, Curator of Next.js Weekly
React Email 5
The main announcement of this week is the release of React Email 5.0.0. This major version brings lots of improvements, including support for Tailwind 4, a new Dark Mode Switcher, Resend integration for team collaboration, and 8 new components like avatars, stats, and testimonials. It also adds compatibility with React 19.2 and Next.js 16
Don't Blindly Use useTransition Everywhere
Nicolas takes a closer look at useTransition and why the React Docs example might not be a great starting point for real-world UX
If you …
( 8
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Short answer: write your own browser plugin/extension. This is not overly difficult, thanks to today's abundance of documentation and samples.
( 6
min )
A post by Engr. Ipaye Babatunde
( 6
min )
Exploring funded brick-and-mortar companies on Wefunder isn’t easy, so I asked Replit Agent to build a map and see how much time AI could save me versus doing it manually.
In about 3 hours and for roughly $22, it produced a fully searchable map of funded companies. Most of the cost came from the Agent inefficiently debugging an API integration and unnecessary reloads. If I had built it myself, it probably would’ve taken 4–5 hours to design, build, test, and deploy.
Check out the code or explore the map below:
Repo: 🔗 Wefunder Brick & Mortar App by kenakingkong on Replit
Demo: 🔗 wefunder-brick-and-mortar-map.replit.app
Keep reading for a full breakdown of what worked, what didn’t, and where AI saved time versus where it didn’t.
Wefunder has thousands of funded companies, but the only way…
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The capacity to perceive and manage emotions separates competent managers from truly impactful leaders. This attribute, often termed emotional intelligence, is an invisible but profound source of influence within a business.
It extends beyond technical skill and cognitive sharpness, resting instead on a leader’s ability to connect with and motivate people through shared understanding. The development of such sensitivity is not a sudden epiphany but a gradual process of exposure and introspection. A powerful method for cultivating growth is through consistent, thoughtful engagement with narrative and expert analysis, primarily found in literature and modern audio content.
One of the central functions of literature is to provide simulated experience without real-world risk. By entering the n…
( 10
min )
Este año tuve la oportunidad de participar en el AWS community day Bolivia, la solo fue una presentación técnica… fue basado en mi experiencia profesional y la forma de ver el rol DevOps hoy.
¿Por qué hablar de esto?
Inspirandome en charlas del AWS RE:Invent 2024 nació mi charla
No solo hable de herramientas, quería mostrar como estamos entrando en una etapa, done la IA ya es parte de nuestro día a día.
El Camino hasta DevOps
Seguridad.- Asegurarnos que nuestra aplicación no sea vulnerable
Automatización
CI/CD
IaC
Testing & monitoring
Version control
Feedback loops
La IA Generativa como nueva etapa de DevOps
✅ Integración Continua:
Reducción de distracciones para desarrolladores.- A veces nos cuesta entender los requerimientos que están en JIRA u otra app similar, aca podemos apoyarnos en…
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The Problem That Kept Me Up at Night
Here's something that doesn't get talked about enough: your encrypted data today could be decrypted tomorrow.
It's called "harvest now, decrypt later" - adversaries are collecting encrypted communications right now, waiting for quantum computers powerful enough to break RSA and ECC. When that day comes (and cryptographers say it's not if, but when), all that data becomes readable.
That thought led me to build Hermes - a secure file transfer system that's designed to survive the quantum apocalypse.
Hermes is a command-line tool (and now web UI!) for secure file transfer that combines:
RSA-4096 (battle-tested classical encryption)
Kyber-1024 (NIST-selected post-quantum algorithm)
Dilithium-5 (post-quantum digital signatures)
AES-256-GCM (symmetric encry…
( 10
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Clean architecture with Next.js
Daniel Malek ・ Aug 5 '24
#nextjs
#cleancode
#architecture
#javascript
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If you're running Ubuntu in VirtualBox on Windows and want to SSH into it from your Windows terminal - this guide walks you through everything clearly.
This is perfect if you want to:
Practice Linux server administration
Access your VM like a remote machine
Simulate multiple user sessions
Run commands from Windows without using the VM window
Let’s get started.
Open your Ubuntu terminal and switch to root (optional but convenient):
sudo -i
Install the SSH server:
apt install openssh-server
Check whether SSH server is running:
systemctl status ssh
If you see "active (running)", you're good.
SSH sometimes disables password login by default.
Open the SSH server config:
nano /etc/ssh/sshd_config
Find this line:
#PasswordAuthentication no
Change it to:
Pas…
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‘Snake Eyes’ Rewatch Rundown
In the latest Ringer Movies episode, Bill Simmons, Sean Fennessey, and Van Lathan dive back into Brian De Palma’s 1998 thriller Snake Eyes. They unpack Nic Cage’s undercover ballpark espionage, Gary Sinise’s corrupt-cop swagger, and Carla Gugino’s femme-fatale flair.
Self-dubbing themselves the “kings of the sewer,” the trio gleefully dissects De Palma’s signature camera moves, plot twists, and the film’s over-the-top ’90s energy.
Watch on YouTube
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Bill Simmons, Sean Fennessey, and Van Lathan crawl back into the neon-drenched world of Brian De Palma’s Snake Eyes, basking in Nic Cage’s sweaty swagger, Gary Sinise’s menacing charm, and Carla Gugino’s undercover intrigue. They crown themselves “kings of the sewer,” unpacking that iconic tracking shot, wild conspiracies, and everything that makes this ’98 noir thriller a deliciously over-the-top ride.
This episode—produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo—is brought to you by PayPal’s holiday Pay in 4 deal (5% cash back through 12/31). Tune in, get your popcorn, and bask in the chaos.
Watch on YouTube
( 6
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Yesterday, I completed a Media Library migration to Content Hub in a project, and I thought it would be great to share the complete experience here.
As most of you already know, Media Libraries have been officially sunset in Xperience by Kentico. Their related API members are now marked as obsolete, and support will end on July 24, 2026. After that date, the entire feature and associated APIs will be removed.
If your project still relies on Media Libraries, it’s the right time to start planning your migration. In our case, the client’s application was still using Media Libraries extensively, so we took the opportunity to move everything to Content Hub and adopt Content Item Assets, which is now the recommended and future-ready approach for managing media files in Kentico.
Media Libraries h…
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Breaking Down API Defenses: UA - Cookies - Signatures Browser 🤖
Mai Chi Bao ・ Nov 17
#webdev
#api
#security
#mrzaizai2k
( 6
min )
TL;DR:
RAG completo con Amazon Bedrock Knowledge Bases sobre tus propios PDFs en S3, usando Titan Embeddings para crear el índice vectorial y hacer consultas naturales con grounding en tus documentos. En ~25–35 minutos montas la arquitectura en us-east-1, validas respuestas, revisas costos, monitoreo y seguridad, y te llevas un blueprint sencillo para entender GenAI “de verdad” y poder explicarla a otros.
Veremos: Creación del bucket S3, ingestión de documentos, generación de embeddings, configuración del índice vectorial y consultas inteligentes.
Tiempo estimado: 25–35 min
Decidí crear este lab porque quiero entender GenAI de verdad —no solo para un examen, sino para poder explicarlo, documentarlo y ayudar a otros que están empezando como yo.
Este post es parte de mi proceso para crece…
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TL;DR:
I built this lab because I want to truly understand GenAI — not just for an exam, but to teach it, document it, and help others who are starting like me.
These topics were tricky inside sandboxes, so now I’m rebuilding everything from scratch in a real AWS account to see how things work internally.
Field
Value
CB Category
AI/ML
AWS Services
Amazon Bedrock, Knowledge Bases, Amazon S3, Titan Embeddings
Prerequisites
AWS account, Bedrock enabled, S3 permissions, region: us-east-1
Estimated Cost
Under \$0.50
Architecture
See diagram below
Why it matters
Architecture / What you will build
Prerequisites
Step-by-step
Validation & Testing
Observability (CloudWatch)
Security Best Practices
Cost Analysis
Troubleshooting
What’s Next
Official Resources
Companies want to in…
( 9
min )
Quantum Trackers: Unlocking the Secrets of Particle Paths with Quantum Algorithms
Imagine trying to piece together a complex jigsaw puzzle, but the pieces are tiny particles whizzing around at near light speed. That's the challenge facing physicists trying to reconstruct particle tracks in high-energy experiments, a computational bottleneck that could be broken by quantum computing.
The core idea is to leverage quantum mechanics to efficiently solve complex optimization problems inherent in track reconstruction. We're basically searching for the 'best fit' line or curve that connects a series of detector hits, but in a very high-dimensional space. By formulating this as a ground-state energy problem or a system of linear equations and using tailored quantum algorithms, we can potentially…
( 7
min )
The Architecture Nobody Talks About: How I Built Systems That Actually Scale (And Why Most Don't)
Let me tell you about the worst production incident of my career.
It was 2:47 AM on a Tuesday. My phone lit up with alerts. Our main API was returning 503s. Database connections were maxing out. The error rate had spiked from 0.01% to 47% in under three minutes. We had gone from serving 50,000 requests per minute to barely handling 5,000.
I rolled out of bed, fumbled for my laptop, and SSH'd into our monitoring dashboard. My hands were shaking—not from the cold, but from the realization that I had no idea what was happening. We had load balancers, auto-scaling groups, Redis caching, database read replicas, the works. We had "followed best practices." We had built for scale.
Or so I thought.
W…
( 33
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I launched https://dotnetnews.co over a year ago to help my fellow C# devs keep up on all the latest developer articles. We finally hit over 2,000 subscribers!
If anyone has any ideas on how to make it better I'd love to hear from you.
-feech
( 6
min )
Salesforce has officially entered the world of free tools — and this time, it's big.
To support startups, freelancers, and small businesses, Salesforce has launched a Forever-Free CRM Suite that offers core sales, service, and marketing features with zero cost.
This move has the potential to shake up the entire CRM market, especially for small teams that rely heavily on spreadsheets and manual processes.
Salesforce Free Suite is a no-cost CRM designed specifically for small teams (up to 2 users).
It includes:
Lead Management
Opportunity Pipeline
Contact & Account Management
✔️ Service Features
Case Management
Basic Knowledge Base
✔️ Marketing Features
Email Marketing (100 emails/month)
Ready-made templates
✔️ Productivity Tools
Dashboard…
( 7
min )
How We Reduced 99.6% Load Time in a Tableau Workbook: Origins, Applications, and Real Case Studies
Dipti ・ Nov 17
#webdev
#ai
#programming
#blockchain
( 6
min )
TL;DR
Bill Simmons, Sean Fennessey, and Van Lathan dive back into Brian De Palma’s cult classic Snake Eyes (starring Nicolas Cage, Gary Sinise, and Carla Gugino), trading hot takes and deep dives from “the sewer.” Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is your ticket to revisiting De Palma’s gritty, twist-filled thriller.
This chat is brought to you by PayPal—get 5% cash back on all Pay in 4 holiday purchases through 12/31. Plus, don’t forget to subscribe to The Ringer on YouTube and follow their socials for more movie musings!
Watch on YouTube
( 6
min )
If you’ve ever worked with a startup codebase or a decades-old legacy system, you already know the truth:
Both are confusing in totally different ways — but for an AI model, they’re equally unreadable without real context.
In 2025, every company wants to use LLMs to generate documentation, refactor old systems, or speed up onboarding. But here’s the catch:
🧠 LLMs don’t magically “understand your code.”
This is exactly why tools like Everdone’s CodeDoc exist: to turn messy, fast-moving codebases into structured, contextualized knowledge that an LLM can actually use.
Let’s break down the two worlds — startup and legacy — and why both of them desperately need code-grounded AI.
🚀 1. Startup Codebases: Fast, Fragile, and Evolving Daily
Startup code is chaotic by design:
features ship before…
( 8
min )
“Your funds have been temporarily withheld for routine review.”
Seven words that can bankrupt a merchant overnight.
In 2023 alone, centralized crypto-payment processors froze >$1.2 B of merchant working capital—more than the entire GDP of some island nations.
The reason? KYC drift, sanctions-list churn, or a risk-scoring algorithm that flagged a wallet three hops away from a mixer.
Merchants signed up for “borderless payments,” but woke up inside a new kind of banking cage.
This article is a tactical deep-dive into how we got here, why stablecoins + privacy + self-hosting are the only viable exit ramp, and how PayRam delivers censorship-free payments without compromising chargeback protection, fiat settlement, or UX polish.
If you build, sell, or simply transact on the internet, treat…
( 10
min )
‘Snake Eyes’ Rewatch Rundown
Bill Simmons, Sean Fennessey, and Van Lathan dive back into Brian De Palma’s under-the-table thriller, Snake Eyes, breaking down Nic Cage’s performance alongside Gary Sinise and Carla Gugino. They riff on the director’s slick visual style, the movie’s twisty conspiracy plot, and whether it still holds up decades later.
Podcast Deets & Sponsor Shout
This episode of Ringer Movies is produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, and brought to you by PayPal: get 5% cash back when you Pay in 4 through 12/31. Follow the Ringer-Verse and Bill Simmons on YouTube for more deep dives.
Watch on YouTube
( 6
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display: grid;
gap: var(--gap, 1rem);
grid-template-columns: repeat(
var(--grid-type, auto-fit),
minmax(min(180px, 100%), 1fr)
);
grid-auto-rows: 120px auto auto;
container-type: inline-size;
}
https://codepen.io/kevinpowell/pen/yyLYoZO
https://www.youtube.com/watch?v=OZ6qKoq7RJU
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So you’re no longer reliant on a single AI engine.
Up to now, working with AI for translation has typically meant juggling three, four, or even five AI tabs just to feel reasonably confident. One engine might suddenly start to “hallucinate,” another can miss important nuance, and the requester often doesn’t know the target language well enough to spot what went wrong. This scenario is especially common for small and medium-sized businesses (SMBs), agencies, and non-linguist professionals who simply can’t justify a full human review every single time.
SMART on MachineTranslation.com removes that ongoing doubt. With a single click, it surfaces the sentence-level translation that the majority of AI engines align on (so users are no longer forced to guess which AI output deserves their trus…
( 8
min )
Answer: THEY CANNOT.
Let me break this down clearly and sharply so you understand the reality.
🧨 REALITY IN INDUSTRY (What you are seeing)
Most DevOps engineers:
run docker compose up
run kubectl apply
run CI/CD pipelines
deploy artifacts
restart services
tail logs
check status commands
But they don’t know:
how the application works
the internal configuration of Tomcat
Java memory parameters
Kafka listener mechanics
Redis persistence modes
MySQL replication
Nginx routing
Spring Boot internals
Node.js event loop
JVM tuning
So when a real issue comes?
🔥 They fail.
🔥 WHO ACTUALLY FIXES REAL ISSUES?
A real DevOps or SRE must fix issues at multiple layers:
1.Infrastructure layer
CPU spikes
Disk I/O saturation
Memory leaks
Network bottlenecks
DNS issues
Firewall issues
Container cgroups limit…
( 7
min )
Bill Simmons, Sean Fennessey, and Van Lathan dive back into Brian De Palma’s ’98 thriller Snake Eyes—crowned themselves “kings of the sewer” as they dissect Nic Cage’s electric lead, Gary Sinise’s twisty detective work, and Carla Gugino’s standout moments. It’s a laid-back yet razor-sharp chat that’ll have you seeing this cult classic in a whole new light.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, the episode is powered by PayPal—score 5% cash back on holiday buys when you Pay in 4 through 12/31. Time to binge!
Watch on YouTube
( 6
min )
Prerequisites 💻
A computer (Windows, macOS, or Linux)
Node.js installed
About 5 minutes of your time
Create a project folder (i.e. node-project)
Create public folder inside you node-project folder
Inside your public create index.html and style.css
Paste below content on your index.html
Aryan – Freelance Developer
Hello, I'm Aryan Khandelwal — a freelance developer from India 🇮🇳
I help businesses build fast, modern, and scalable web applications.
My key services include:
<ul…
( 7
min )
Top 10 AI Development Companies in India 2025
Discover India’s best AI development providers, right from startups to global enterprises, and choose the right AI development company for your business.
innovationm.com
( 6
min )
“In tech, you can grow fast… or you can grow trusted. The winners do both.”
A few months ago, I watched a close friend uninstall one of her favorite apps — an app she had used daily for nearly three years. Why?
A single headline exposed that the company had been collecting far more data than it claimed, and in that moment, her trust vanished.
Not because the product stopped working. Not because the UI was bad. Not because a competitor offered something better.
That moment reminded me of a powerful truth:
👉 In today’s digital world, your ethical commitment is not a “nice to have.” It is a core part of your brand identity — and one of your strongest differentiators.
This article will show you exactly how to build a brand rooted in ethical tech practices, attract value-driven users, and earn…
( 8
min )
Hi everyone.
I have a Next.js Project which have some errors. How can I fix these errors?
( 5
min )
While working on a Forge app that stores structured metadata in Forge SQL, I explored how Rovo could be used not only for documentation/explanations but also for natural-language analytics.
Forge Secure Notes for Jira — built with forge-sql-orm)
Rovo can generate SQL from natural language with high accuracy, but executing LLM-generated SQL requires a carefully controlled environment.
This post describes a reproducible pattern for using Rovo with Forge SQL safely and predictably - with strict query validation, enforced single-table scope, row-level security, metadata checks, and EXPLAIN-based join detection.
Executing arbitrary SQL from an AI model introduces risks:
Rovo must never be trusted to enforce constraints.
All protections belong in the backend executor.
Solution: The “Guide + Gua…
( 10
min )
The Spanish-speaking world—spanning Spain and more than 20 countries across Latin America—represents one of the most overlooked but high-potential markets for software developers and AI-focused startups. With more than 500 million native Spanish speakers, a rapidly growing digital economy, and industries still in the early stages of tech adoption, the region offers enormous room for innovation, especially for engineering teams capable of delivering scalable, AI-powered solutions.
One industry in particular stands out as a goldmine for developers: real estate.
Real estate markets in Spain, Mexico, Colombia, Chile, Argentina, and Peru are experiencing the same challenges the U.S. and Northern Europe faced years ago: fragmented property data, outdated agency tools, limited automation, weak an…
( 7
min )
‘Snake Eyes’ With Bill Simmons, Sean Fennessey, and Van Lathan
Bill, Sean, and Van dive back into Brian De Palma’s 1998 thriller Snake Eyes—complete with insane carnival shootouts, surveillance shenanigans, and that iconic slow-mo gunfight aboard the battleship. Nicolas Cage, Gary Sinise, and Carla Gugino make for a deliciously over-the-top cast, and the crew revels in every twist, turn, and De Palma-signature split-screen moment.
Between Cage’s unhinged charisma and De Palma’s flair for corruption-lust dramas, the trio break down why Snake Eyes lives on as a cult favorite despite its plot gymnastics. Expect film-nerd deep dives, hilarious banter, and plenty of “How did they even film that?” moments.
Watch on YouTube
( 6
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CinemaSins clocks in at under 17 minutes to tally up the “sins” of Jurassic World Rebirth, poking fun at every overplayed dino revival, flimsy science leap, recycled villain beat and franchise déjà vu that keeps audiences coming back for more.
Alongside the roast, the blurb pushes folks to explore the CinemaSins universe—linktree, polls, Patreon, Discord, Reddit and socials—plus shout-outs to the writers and Jeremy’s book.
Watch on YouTube
( 6
min )
The Best Free Tools I Use to Run an AI-Driven Business
Jaideep Parashar ・ Nov 17
#webdev
#ai
#beginners
#career
( 6
min )
When Your Automation Workflow Becomes Your Full-Time Job (And You Don’t Get Paid For It)
Jeremy Reevese ・ Nov 17
( 6
min )
Snake Eyes
Bill Simmons, Sean Fennessey, and Van Lathan dive back into Brian De Palma’s cult classic Snake Eyes—complete with Nic Cage’s trademark energy, Gary Sinise’s steely moves, and Carla Gugino’s cool confidence. These Ringer vets proudly proclaim themselves the “kings of the sewer” as they dissect everything from De Palma’s signature style to the film’s twisty plot.
Along the way, they swap insider notes on favorite scenes (and cringe-worthy moments), dish on Cage’s over-the-top charm, and ponder Snake Eyes’ legacy nearly three decades later. If you’re into sharp movie takes with a side of banter, this episode’s got you covered.
Watch on YouTube
( 6
min )
Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less dives into CinemaSins’ classic “sin-counting” roast of the latest dino flick, pointing out every plot hole, continuity hiccup and questionable decision in record time. Expect their trademark wry humor as they tally up sins while reminding you that yes, they’ll keep resurrecting this franchise again and again.
On top of the video itself, the page is a one-stop hub for all things CinemaSins—links to their website, YouTube channels, social media, Discord, Reddit, Patreon and even a reader poll—plus a roll call of the writers behind the snarky commentary.
Watch on YouTube
( 6
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Liquid syntax error: 'raw' tag was never closed
( 6
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Foi criado um gerenciador de tarefas com seletor de versão do dispositivo!!!!
Link: gerenciador de tarefas
( 5
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A post by Richard Rangel Jung
( 6
min )
Mixing Night Full Mix Night (11/12/2025)
Ken Lewis, a 2× Grammy-winning mixer credited on over 114 Gold & Platinum records, hosts a free monthly Mixing Night Audio livestream where he breaks down his go-to mix techniques, answers your questions on the mix bus, production, recording and career hacks, and shows you how to make hit records in real time.
Stick around for live giveaways from Session Studio, Sound Radix and Bettermaker, plus all the links you need for song submissions, plugin breakdowns, merch, upcoming shows and more in the description.
Watch on YouTube
( 6
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Launched in 2018, the platform had grown into one of the most prominent analytics hubs for on-chain activity.
( 33
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Leader in cryptocurrency, Bitcoin, Ethereum, XRP, blockchain, DeFi, digital finance and Web 3.0 news with analysis, video and live price updates.
( 35
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Bitcoin's Death Cross, a bearish signal, occurred as the 50-day moving average fell below the 200-day moving average.
( 36
min )
Broader crypto markets are pressured by weak risk sentiment and technical trading patterns.
( 34
min )
Complex post-merger accounting prompts a late filing while losses mount and the shares slip further.
( 32
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Analysts cited Figure’s shift to ‘capital-light’ model and stablecoin launch on the Provenance blockchain.
( 31
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The Trump International Hotel Maldives, developed with Dar Global, will be tokenized to allow investors to buy digital shares in the development.
( 32
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The contracts will offer long-term crypto exposure without rollovers, tailored for institutions avoiding offshore risk.
( 32
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A sharp volume-driven breakdown below XLM’s ascending trendline and critical support at $0.2527 has shifted the market structure bearish, setting sights on the $0.2500 zone
( 33
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A high-stakes crypto trader was wiped out on HyperLiquid before immediately piling back into massive leveraged shorts on GMX — echoing past blow-ups from reckless market punters.
( 31
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Technical breakdown accelerated as selling pressure peaked during final hours of trading session.
( 32
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Rising whale activity hints at strategic positioning during bitcoin’s downturn.
( 32
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ICP extended its pullback from November highs after rejecting key resistance levels, with elevated volume underscoring the market’s focus on support near $4.70.
( 32
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The new offering uses SOL staking and futures to deliver returns without price exposure, targeting compliance-minded investors.
( 32
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The Bitmine chairman said a wounded market maker could be scaling back operations, tightening crypto liquidity and weighing on digital asset prices.
( 32
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With the Aave App, users will be able to earn over 5% annual yield on their deposits, higher than money market funds, the protocol said in a blog post.
( 31
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Cronos (CRO) joined Internet Computer (ICP) as an underperformer, falling 5.8% over the weekend.
( 28
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Hamstrung from common share sales due to the cratering in their stock price, Michael Saylor and team turned to preferred share issuance.
( 31
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BONK slipped back into its lower range after multiple failed pushes toward $0.00001090, with elevated trading activity underscoring consolidation.
( 31
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Your day-ahead look for Nov. 17, 2025
( 38
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U.S.-listed bitcoin ETF assets under management have slipped only about 4% compared with bitcoin’s 25% price drop, highlighting a divergence.
( 33
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Formed in partnership with the Tony Blair Institute and the WEF, the initiative aims to overhaul trade with USDT payments across 55 African nations.
( 34
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Aqua introduces a "shared liquidity layer" that enables capital from a single wallet to back multiple trading strategies simultaneously.
( 32
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A bruising weekend confirmed a broader downtrend across major tokens, with shifting Fed rate-cut expectations and thin liquidity accelerating declines.
( 34
min )
Your look at what's coming in the week starting Nov. 17.
( 34
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Despite recent price losses, XRP is still up 89% on a 365-day basis.
( 34
min )
New contracts will be available for trading from Nov. 24.
( 34
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A series of ICIJ reports unearth a litany of crypto-backed criminality including people trafficking operations, drug cartels, Russian criminal gangs and crypto-to-cash storefronts around the world.
( 33
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The decision to route through an illiquid micro-cap stablecoin might go down as one of the year’s most costly errors.
( 32
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Technically, bitcoin’s break below the monthly mid-range at $100,266 cleared a key liquidity shelf, exposing a fast-track slide into thinner regions. Near-term support sits at $93,000 to $95,000.
( 33
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Bitcoin has fallen below a key support level, breaking a bullish pattern.
( 31
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Ever since my article on How to Become a Full Stack Developer and Get a Job in 2025 went viral, I’ve received countless DMs, emails, and even WhatsApp messages from readers. People have been asking about everything from learning to code and mastering...
( 26
min )
Large language models are smart. But they are not always well-informed. They can write code, summarize books, and explain complex topics, but they struggle with real-time facts. Their knowledge ends at their training cutoff, which means they can’t te...
( 7
min )
Reanimated 4 brings Cascading Style Sheets (CSS) animations to React Native while keeping full backward compatibility with its worklet-based API. You can now build 60+ frames-per-second (FPS) animations using familiar web syntax, or drop down to work...
( 17
min )
Backend development involves building the server-side "brain" of a website that manages user data, authentication, and database communication. We just posted a tutorial on the freeCodeCamp.org YouTube channel that will teach you how to construct a ba...
( 4
min )
Welcome back to The State of AI, a new collaboration between the Financial Times and MIT Technology Review. Every Monday, writers from both publications debate one aspect of the generative AI revolution reshaping global power. In this conversation, Helen Warrell, FT investigations reporter and former defense and security editor, and James O’Donnell, MIT Technology Review’s…
( 26
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. What is the chance your plane will be hit by space debris? The risk of flights being hit by space junk is still small, but it’s growing. About three pieces of old space…
( 21
min )
MIT Technology Review Explains: Let our writers untangle the complex, messy world of technology to help you understand what’s coming next. You can read more from the series here. In mid-October, a mysterious object cracked the windshield of a packed Boeing 737 cruising at 36,000 feet above Utah, forcing the pilots into an emergency landing.…
( 25
min )
The Kobo Libra Colour has been around for quite some time now, having been launched last year. As one of the fancier offerings on the market, the eReader comes with a few extra features that add more utility without detracting from its main purpose. At least, that’s the general idea anyway. As to how it […]
The post Kobo Libra Colour Lightning Review: Not Quite A Jack Of All Trades appeared first on Lowyat.NET.
( 41
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Selangor Menteri Besar Amirudin Shari told the State Legislative Assembly today that the state is expected to begin adopting nuclear energy as a clean power source in five years. In response to a query by Mariam Abdul Rashid (PH-Meru) on Selangor’s plans and timeline for nuclear-based energy, Amirudin said the state is still in the […]
The post Selangor Aims Nuclear Energy Adoption Within Next Five Years appeared first on Lowyat.NET.
( 34
min )
It seems that Apple has no intentions on releasing a new Mac Pro anytime soon. According to a report by Bloomberg’s Mark Gurman, the tech giant has relegated the desktop to the back burner. With a 2026 refresh unlikely to happen, the future of the Mac Pro isn’t looking too good. For those paying attention […]
The post Apple Reportedly Shelves Mac Pro Refresh In Favour Of Mac Studio appeared first on Lowyat.NET.
( 34
min )
Recently, Leapmotor Malaysia announced the debut of a new model for the local market. Today, the automaker confirmed that the model is indeed the B10, as many had expected. The company also revealed that bookings for the SUV will open on 17 November, suggesting that the official launch may be sooner than anticipated. The pre-launch […]
The post Leapmotor Malaysia Confirms B10 Debut; Opens Early Bookings appeared first on Lowyat.NET.
( 34
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Malaysia offers some of the lowest mobile internet rates globally, according to Communications Minister Datuk Fahmi Fadzil. He said the country’s cost per gigabyte is among the cheapest worldwide and continues to improve as operators streamline their offerings. Speaking at a reception with the Malaysian diaspora at Rumah Malaysia in Azerbaijan on 16 November, Fahmi […]
The post Fahmi: Malaysia Ranks Among World’s Cheapest For Mobile Data appeared first on Lowyat.NET.
( 34
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Porsche revealed a new wireless charging technology at IAA Mobility 2025, which will be featured in the upcoming Cayenne Electric. This technology eliminates the need for a wall-box charger and the manual task of plugging in your vehicle. Recently, the automaker updated the details on the wireless charging, giving a deeper insight into the tech. […]
The post Porsche Explains How Its Wireless Charging Plate Works With The Cayenne EV appeared first on Lowyat.NET.
( 36
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Our government is expected to table three amendments during next year’s Parliament sitting, in order to address its multi-lane fast flow (MLFF) toll collection system that has long been in the works. The three laws that are expected to be amended are the Federal Roads Act 1959, the Road Transport Act 1987, and the Malaysian […]
The post Government To Amend Three Laws In 2026 For MLFF Rollout appeared first on Lowyat.NET.
( 34
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The POCO F7 series may have only made its debut earlier this year, but its successor is already on the way. The POCO F8 lineup has a confirmed launch date, and it’s pretty soon. The event will take place next week on 26 November 2025 at 4PM in Bali, Indonesia. The F8 series is expected […]
The post POCO F8 Series To Launch 26 November 2025 Globally appeared first on Lowyat.NET.
( 34
min )
Belkin has issued a recall for three of its products due to manufacturing defects. The products in question are an Auto-Tracking Stand Pro charging stand, and two 20,000mAh power banks, the BoostCharge USB-C PD 20K and Playa USB-C PD 20K. “A manufacturing defect may cause the products’ lithium-ion cell components to overheat, which could pose […]
The post Belkin Issues Recall For Three Charging Devices Over Manufacturing Defect appeared first on Lowyat.NET.
( 34
min )
DJI has launched a few products in the last couple of weeks, but the long-rumoured Osmo Pocket 4 has yet to make its official appearance. Of course, it has been spotted in the wild before. Leaksters have also been revealing details on the upcoming vlogging camera. This time, a new live image depicting the device […]
The post DJI Osmo Pocket 4 Spotted Again; May Launch 18 December appeared first on Lowyat.NET.
( 34
min )
Apple debuted iOS 17 in 2023 with a feature for sharing contact details called NameDrop. Essentially, it is an extension of AirDrop that lets users send and receive the information by simply bringing their iPhones close together. Now, it seems Google is working on its own take on the feature for Android, which may be […]
The post Google Reportedly Developing Its Own Version Of NameDrop For Android appeared first on Lowyat.NET.
( 34
min )
Malaysia has officially launched the Next Generation Emergency Response Services 999 (NG MERS 999), its upgraded national emergency communication infrastructure developed through a collaboration between Telekom Malaysia Berhad (TM) and the Communications Ministry. The system went live on Sunday (16 November), replacing the long-running MERS 999 platform that TM had also developed and operated. In […]
The post NG MERS 999: New Emergency Response Services Launches In Malaysia appeared first on Lowyat.NET.
( 35
min )
Gabe Newell, better known as both Lord Gaben and the founder of Valve and the owner of Steam, recently made waves, figuratively and literally, after he took ownership of his super yacht. By super, that’s both in price and the sheer size of the damn thing. Gabe’s ship is known as the Leviathan, and was […]
The post Valve’s Gabe Newell Takes Delivery Of New US$500 Million Yacht With Submarine Garage, Onboard Clinic appeared first on Lowyat.NET.
( 35
min )
Apple may be gearing up for its biggest leadership change in more than a decade, as a new report from the Financial Times claims Tim Cook could leave his role as chief executive as soon as next year. Sources told the publication that Apple’s board and senior executives have begun accelerating their succession plans to […]
The post Tim Cook Reportedly Preparing To Step Down As Apple CEO Next Year appeared first on Lowyat.NET.
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Introduction
In the previous article, we learned about LLVM passes and wrote our first analysis pass, which counted the number of add instructions inside a module. In this new post, I will explore more of LLVM by implementing transformation passes that make use of several LLVM APIs. This will expose us to different ways of processing the IR and highlight the facilities LLVM provides to its users.
The good news is that this article does not require much theory so we will dive directly into the code. Note that I will not be showing all of the pass code (specifically, the registration boilerplate), but I will provide a Gist link for the sake of completeness.
Dead Code Elimination (DCE) is one of the first optimizations a compiler applies to remove unused results and regions of code that are…
( 12
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‘Snake Eyes’ Deep Dive with Bill Simmons, Sean Fennessey & Van Lathan
Bill Simmons, Sean Fennessey, and Van Lathan plunge into Brian De Palma’s ‘Snake Eyes’—breaking down Nic Cage’s high-voltage turn, Gary Sinise’s cop intrigue, and Carla Gugino’s standout moments. They unpack the film’s twisted plot, cinematic flair, and cult-classic status in true Ringer Movies fashion.
This episode is powered by PayPal—score 5% cash back when you Pay in 4 through 12/31. Don’t miss this sewer-level exploration of one of De Palma’s wildest thrillers!
Watch on YouTube
( 6
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 5
min )
Hey everyone! 👋
I’m excited to share ZipperOS, a modern Linux distribution I’ve been developing. It’s built to evolve based on user feedback — the community helps decide what features get added next.
What’s available now:
Download the latest ISO and try ZipperOS today: Archive.org ISO
Explore the ZipperOS Fandom page zipperos.bettermode.io
Full documentation and guides on the official site
Why ZipperOS?
I’d love feedback, ideas, and thoughts on what people want from a Linux OS!
— Wolfie
( 6
min )
‘Snake Eyes’ Rewatch
Bill Simmons, Sean Fennessey, and Van Lathan dive headfirst into Brian De Palma’s neon-soaked conspiracy thriller, unpacking the film’s iconic one-take shots, Nic Cage’s smoldering intensity, and the shadowy corruption at the heart of this late-’90s gem.
Podcast Lowdown
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is brought to you by PayPal’s holiday deal (5% cash back when you Pay in 4 through 12/31). Don’t forget to subscribe to The Ringer’s YouTube channels and follow on Twitter, Facebook, and Instagram for more movie madness.
Watch on YouTube
( 6
min )
Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less
CinemaSins takes on the latest dino-resurrection in a bite-sized 17-minute roast, pointing out all the plot sins of Jurassic World Rebirth. Alongside the video, they’re hyping up their main site (cinemasins.com) and various YouTube channels—TV Sins, Commercial Sins and the CinemaSins Podcast Network.
They’re also pushing a Linktree for fresh updates, a quick sinful poll, and a Patreon for backers. You can connect with the writers on Twitter and Instagram, join the Discord or Reddit communities, and catch extra content on TikTok and Jeremy’s new book.
Watch on YouTube
( 6
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Check out this Pen I made!
( 5
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Install Bulma and React in 30 Seconds
Alex Smith ・ Nov 16
#react
#bulma
#vite
#cli
( 6
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A post by Mcdonald Musimwa
( 6
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Table of Contents
Introduction
Understanding the Android Ads SDK Landscape.
Architectural Foundations for Your SDK.
Performance Optimization Techniques.
Balancing Monetization and User Experience.
Technical Implementation Details.
Testing and Monitoring.
Future-Proofing Your SDK Conclusion.
Introduction:
Understanding the Android Ads SDK Landscape
The Current State of Mobile Advertising: The mobile advertising ecosystem has matured significantly over the past decade. Today, developers have access to multiple monetization models: Cost Per Mille (CPM) for impressions, Cost Per Click (CPC) for user interactions, and Cost Per Install (CPI) for app downloads. This diversity offers flexibility but also introduces complexity when deciding which models your SDK should support.
The shift toward pro…
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Introduction
In Part 1, we have fine tuned a neural network to detect coffee first crack from audio using PyTorch and the Audio Spectrogram Transformer. In Part 2, we have built two MCP (Model Context Protocol) servers - one to control my Hottop KN-8828B-2K+ roaster and another to detect first crack using a microphone in real-time.
This is where put it all together. But first: can .NET Aspire orchestrate Python MCP servers and n8n workflows to autonomously roast coffee?
Spoiler alert: Yes, it can. And the coffee tastes spot on.
Autonomous coffee roasting isn't just about detecting when first crack happens. It's a complex orchestration problem involving:
Multiple systems: Python MCP servers to interact with hardware, an agent layer for orchestration (n8n workflows to begin with), contain…
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min )
The Ringer’s Bill Simmons, Sean Fennessey, and Van Lathan dig into Brian De Palma’s Snake Eyes, breaking down Nic Cage’s over-the-top energy, the film’s twists, and why it’s a cult standout. Expect hot takes, laughs, and plenty of sewer-level enthusiasm.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is powered by PayPal—snag 5% cash back when you Pay in 4 all holiday season (offer ends 12/31).
Watch on YouTube
( 6
min )
Are you tired of checking multiple e-commerce sites manually for price drops? This Python-based open-source tool monitors product prices in real-time across Amazon, eBay, Walmart, and Temu, and sends instant notifications via Telegram It also supports proxies, currency conversion, advanced filtering, and JSON export for easy data analysis.
Real-time price monitoring across multiple marketplaces
GUI and CLI modes
Telegram bot notifications
Proxy support for reliable scraping
Multi-platform search and advanced filters
Export results to JSON
Currency conversion to USD
Open-source and easy to extend
gui mode
Clone the repository:
bash
git clone https://github.com/Patchloop/realtime-price-monitor
cd realtime-price-monitor
pip install -r requirements.txt
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Hydration is one of the most important concepts in modern frontend frameworks, yet also one of the most misunderstood.
In 2025, frameworks like React 18+, Vue/Nuxt 3, SvelteKit, SolidStart, Qwik, Astro all approach hydration differently — some progressively, some selectively, some partially, some never fully.
This post breaks it all down with real examples, SSR + SSG scenarios, and an extended example so the concept stays in your mind forever.
When a page is SSR or SSG, the browser gets plain HTML:
Click me
Item 1
Item 2
But HTML alone does nothing — no JavaScript, no event listeners.
Hydration is when the framework:
Loads JS bundles
Recreates the virtual component tree
Attaches event listeners
Activates rea…
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Hello, I'm Maneshwar. I'm working on FreeDevTools online currently building one place for all dev tools, cheat codes, and TLDRs — a free, open-source hub where developers can quickly find and use tools without any hassle of searching all over the internet.
FreeDevTools started as a static Astro Dev Resource site.
It worked perfectly when the project had a few thousand resources.
But as the collection crossed 125,000+ pages, the static approach collapsed under its own weight.
This post documents the real migration journey, why static rendering broke, why SSR became unavoidable, and the exact technical changes needed to convert Astro static routes into stable SSR pages without breaking routing, pagination, or content collections.
This is not theory. This is exactly what happened while migr…
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‘Snake Eyes’ Rewatch
Bill Simmons, Sean Fennessey, and Van Lathan dive into Brian De Palma’s thriller, breaking down Nic Cage’s carnival-barker swagger, Gary Sinise’s sinister shifts, and Carla Gugino’s scene-stealing moments—complete with their signature sewer-worthy banter.
Episode Details
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo. Brought to you by PayPal’s Pay in 4 holiday deal (5% cash back!).
Watch on YouTube
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TL;DR
CinemaSins just dropped a 17-minute roast of Jurassic World: Rebirth, tallying up every plot hole, cliché and “you’ve-gotta-be-kidding-me” moment as dinosaurs rise (again) and fans can’t look away. It’s everything you love—mildly sarcastic commentary, rapid-fire jabs and, of course, a final sin count that’ll make you chuckle.
Want more? They’ve got your back with a full link tree (YouTube channels, website, polls and Patreon), plus a shout-out to their sinning squad of writers on Twitter and Instagram, a Discord server, Reddit community, TikTok and even a book by Jeremy. Enjoy the carnivorous fun!
Watch on YouTube
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When sharing files between a host and a Docker container, there are two main options: "named volumes" and "bind mounts".
They look similar in docker-compose.yml, but their behavior is very different — and that difference can cause serious headaches if you don’t understand it.
Let’s dig into what actually happens, using a real case I ran into.
(Note: I’ll skip the basics of Docker and Docker Compose setup here.)
Infrastructure: AWS EC2
Architecture: 64-bit ARM
OS: Ubuntu Server 24.04
Docker: 28.1.1
Docker Compose: v2.35.1
Docker provides two ways to share files between the host and a container:
Named Volumes
Bind Mounts
They look nearly identical in configuration, but behave differently when you start up your container.
Let’s look at both.
No "./" prefix:
volu…
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min )
When sharing files between a host and a Docker container, there are two main options: "named volumes" and "bind mounts".
They look similar in docker-compose.yml, but their behavior is very different — and that difference can cause serious headaches if you don’t understand it.
Let’s dig into what actually happens, using a real case I ran into.
(Note: I’ll skip the basics of Docker and Docker Compose setup here.)
Infrastructure: AWS EC2
Architecture: 64-bit ARM
OS: Ubuntu Server 24.04
Docker: 28.1.1
Docker Compose: v2.35.1
Docker provides two ways to share files between the host and a container:
Named Volumes
Bind Mounts
They look nearly identical in configuration, but behave differently when you start up your container.
Let’s look at both.
No "./" prefix:
volu…
( 9
min )
Lately, I have been sharing my tech progress across my social platforms, and I realized…
Instagram, LinkedIn, X or Thread.
I shared one of the most interesting parts of my Data Science learning so far, the finance side of data analysis, where I merged a US GDP and S&P500 (stock market index)to see if GDP can help predict stock prices.
If you’d like to see the post that inspired today’s update, here it is:
This is the beginning of my Dev.to journey.
If you enjoy real-time learning, especially from someone navigating Data Science step-by-step, I’d love to connect with you here.
Thanks for reading, see you later with another update.
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‘Snake Eyes’ Deep Dive
Bill Simmons teams up with Sean Fennessey and Van Lathan to rewatch and riff on Brian De Palma’s twisty thriller Snake Eyes, starring Nic Cage, Gary Sinise, and Carla Gugino. Expect plenty of sewer-chase commentary, sharp insights, and the trio’s signature banter.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is brought to you by PayPal’s Pay in 4 (5% cash back all holiday season). Don’t forget to subscribe to The Ringer-Verse and Bill Simmons channels, and follow The Ringer on Twitter, Facebook, and Instagram for more movie talk.
Watch on YouTube
( 6
min )
TL;DR
CinemaSins tears into Jurassic World: Rebirth, calling out every recycled dinosaur cameo, plot convenience, and franchise hiccup—all squeezed into a cheeky “17 minutes or less” video of signature snark.
They also use the description as a mega–promo: directing you to their website, social channels (YouTube, Twitter, TikTok, Instagram), Discord and Reddit communities, a sinful survey, and a Patreon link to support the team behind the jabs.
Watch on YouTube
( 6
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Technical SEO for Developers: A Comprehensive Guide to Building Search-Friendly Applications
Mina Golzari Dalir ・ Nov 16
#technicalseo
#seo
#nextjs
#webdev
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As developers, we often focus on writing clean code and optimizing performance, but one critical aspect that's frequently overlooked is technical SEO. In this article, using a real-world plastic injection factory example, we'll explore how you can implement SEO at the code level.
Why Technical SEO Matters
The Business Impact
60% of organic clicks go to the first three results
53% of website traffic comes from organic search
Proper technical SEO can increase conversion rates by 30%
Real-World Code Analysis: Plastic Injection Factory Example
export const metadata: Metadata = {
// Strategic title tag
title: "Products & Services | Plastic Injection Factory",
description: "Comprehensive plastic injection services • Precision mold making • Plastic parts manufacturing for automotive…
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min )
When people talk about Site Reliability Engineering (SRE), they often share abstract principles about SLIs, SLOs, and error budgets. But here's the problem: understanding the concepts isn't the same as knowing how to apply them.
The truth is, reliability challenges look radically different depending on where you sit. This article presents two SRE implementations from completely different perspectives, a complete walkthrough for beginners:
For startups (CompanyA): it's about moving fast without breaking everything as you scale.
For enterprises (CompanyB): it's about coordinating dozens of teams who can't agree on what "reliable" even means.
Both need SRE principles. But the implementation couldn't be more different.
Let's dive in.
By the end of this case study, you will understand:
How to i…
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min )
A post by aka
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They dive back into Brian De Palma’s 1998 thriller Snake Eyes—starring Nicolas Cage, Gary Sinise, and Carla Gugino—with Bill Simmons, Sean Fennessey, and Van Lathan crowning themselves “kings of the sewer” as they unpack the movie’s twists, performances, and De Palma’s signature style.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this Ringer Movies episode is sponsored by PayPal (5% cash back on Pay in 4 all holiday long). Don’t forget to subscribe to The Ringer’s YouTube channels and follow them on social for more.
Watch on YouTube
( 6
min )
TL;DR
CinemaSins rips into Jurassic World Rebirth in under 17 minutes, calling out every recycled dinosaur gag, flimsy plot twist and “did-that-just-happen?” moment that keeps the franchise shambling back to life. Expect plenty of quips about T-Rex cameos, predictable jump scares and contrived heroics.
They also drop links to their site, socials, podcast and Patreon—because while we keep sinning on-screen, they want us sinning for subscription tiers and poll answers too.
Watch on YouTube
( 6
min )
Effortless Jupyter Notebook to PDF in VS Code: Meet nb2pdf
If you’ve ever tried to submit a Jupyter notebook as a PDF, you already know the pain:
“Print to PDF” from the browser looks ugly.
nbconvert and LaTeX often break or need painful setup.
Copy–paste into Word takes 30–60 minutes per assignment.
DataFrames turn into messy text instead of clean tables.
For learners, developers, and especially students who work heavily in Jupyter, this becomes a recurring headache every time an assignment or report is due.
That’s why I built nb2pdf – a VS Code extension that converts your .ipynb notebook into a clean, professional PDF in just a few clicks.
nb2pdf?
nb2pdf is a Visual Studio Code extension that:
Takes any .ipynb notebook
Automatically runs it (so all cells are executed)
Captures…
( 9
min )
The Ringer’s Bill Simmons, Sean Fennessey, and Van Lathan take a deep dive into Brian De Palma’s 1998 thriller Snake Eyes, dissecting Nic Cage’s head-tilting performance alongside Gary Sinise and Carla Gugino and trading hot takes on the film’s iconic visual style and twists.
Expect behind-the-scenes tidbits, sharp banter, and the usual Simmons-verse chemistry—all wrapped up in a PayPal-sponsored episode (5% cash back with Pay in 4 through 12/31).
Watch on YouTube
( 6
min )
Privacy-Preserving Active Learning for circular manufacturing supply chains in hybrid quantum-classical pipelines
Introduction
While exploring quantum machine learning applications for sustainable manufacturing, I stumbled upon a fascinating challenge that would consume my research for months. It started when I was consulting for a circular manufacturing consortium that wanted to optimize their supply chain using AI, but faced two fundamental constraints: they couldn't share proprietary manufacturing data between partners, and classical optimization algorithms were hitting computational limits with their complex multi-objective problems.
During my investigation of quantum-enhanced machine learning, I realized that the combination of privacy-preserving techniques and hybrid qua…
( 11
min )
A post by Asgar Ali
( 6
min )
‘Snake Eyes’ Deep Dive
Bill Simmons, Sean Fennessey, and Van Lathan reunite in sewer-rattled glory to rewatch Brian De Palma’s 1998 thriller Snake Eyes, dishing on Nic Cage’s charm, Gary Sinise’s intensity, and Carla Gugino’s grit.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this Ringer Movies episode is brought to you by PayPal—snag 5% cash back on Pay in 4 all holiday long.
Watch on YouTube
( 6
min )
Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less is CinemaSins’ latest snarkfest, where they rack up all the “sins” and plot holes of the newest dino adventure in classic tongue-in-cheek style. They marvel at how this prehistoric franchise keeps resurrecting its biggest attraction—and how we keep flocking back for more.
Beyond the roast, they plug their whole ecosystem: YouTube channels, Discord, Reddit, social media, a quick audience poll, Patreon support, and even shout-outs to the writing team (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, Daniel). If you love cheeky film critiques and dinosaur digs, this one’s for you.
Watch on YouTube
( 6
min )
``1.Create an App Variable
2.call it
Points to Note Down:
It only Return String.
You can pass Dynamic Values to it.
How To Pass dynamic values to Beanshell hash.
Call it by passing the dynamic value.
( 6
min )
The CAD world is on the edge of a transformation that’s far bigger than the jump from 2D drafting to 3D modeling. Over the next five years, AI will become a core part of how engineers design, modify, optimize, and validate models. Not just a plugin. Not an add-on. A built-in intelligence layer.
If you’re a mechanical engineer or CAD user, here’s what’s coming—and how it will reshape your workflow.
1. CAD Will Become Prompt-Driven (But Not 100% Replacing Manual Modeling)
“Will we be able to design a full CAD part just by writing a prompt?”
Short answer:
Yes—but only for certain classes of geometry, and not as a universal replacement for parametric modeling.
Over the next five years:
Autodesk Fusion already uses generative design where you define constraints and AI produces multiple manufact…
( 8
min )
DNS is the way things find other things, but did you know that you can use that fact to build a real time service to service communication / traffic flow on a Kubernetes cluster? That's what the smart folks over at Otterize have done and in this video, I put their network mapper tool on the OpenTelemetry demo to see how well it performs (spoiler: really well!)
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min )
🎯 The Problem We Solved
Imagine you're securing $1M in a smart contract vault. A single-chain multi-sig wallet gives you ~10^-6 attack probability. But what if the entire chain gets compromised? What if validators collude?
Trinity Protocol provides mathematical security: 10^-18 attack probability.
How? By requiring consensus from 2 out of 3 independent blockchain networks before any operation executes.
Think of Trinity as a bank vault with 3 security guards from different countries (Arbitrum, Solana, TON). To open the vault, you need 2 out of 3 guards to agree. If one guard is compromised, the vault stays secure.
✅ Multi-chain consensus verification system
✅ Decentralized operation approval mechanism
✅ Mathematical security layer for DeFi protocols
✅ 2-of-3 validator agreement befor…
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min )
‘Snake Eyes’ Rewatch with Bill, Sean & Van
The Ringer’s Bill Simmons, Sean Fennessey and Van Lathan dive back into Brian De Palma’s neon-drenched thriller Snake Eyes—yes, the one with Nic Cage, Gary Sinise and Carla Gugino—to break down the wild camerawork, conspiracy twist and ’90s vibes you forgot you loved.
Produced by Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, this episode is fueled by PayPal’s holiday Pay in 4 deal (5% cash back through 12/31). Don’t miss the Ringer-Verse and Bill Simmons channels for more movie mischief!
Watch on YouTube
( 6
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CinemaSins’ latest video, “Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less,” rips into every cheesy dino revival and plot hiccup with their trademark rapid-fire sin counting. Think endless T-Rex comebacks, cringe-worthy dialogue and more Jurassic clichés than you can shake a fossil at.
Of course, they’re not just sinning— they’re also hyping their network (TVSins, CommercialSins, Cinemasins Podcast), social hangouts (Discord, Reddit, Twitter, Instagram, TikTok), a fun sin-filled poll and a Patreon so you can keep feeding their glorious sin machine.
Watch on YouTube
( 6
min )
Mixing Night with Ken Lewis – FULL MIX NIGHT (11/12/2025)
Join 2× Grammy winner Ken Lewis for a free, monthly live audio Q&A where he spills the secrets behind his 114 gold & platinum records. Watch him demo pro mix techniques, answer everything from mix bus tweaks to career advice, and score awesome giveaways from Session Studio, Sound Radix, and Bettermaker.
Want more? Submit your song for December’s show, check out Bradley HD’s Izotope plugin deep-dive, grab GreenHAAS for $49, and explore Mix Critiques on SoundBetter. Follow @mixingnightaudio on TikTok and Instagram, register at mixingnightaudio.com, and get ready to level up your mixing game!
Watch on YouTube
( 6
min )
📘 Serverless TODO App — Article Series
Part
Title
1
Architecture Overview
2
Local Backend with AWS SAM (You are here)
3
Deploying Backend to AWS (SAM + CDK) - (Coming soon…)
This article expands on Part 1, diving into how the backend works and how to run it fully locally using:
AWS SAM
Local Lambda (Docker)
DynamoDB Local
Seed scripts
curl-based testing
This ensures rapid, cost-free development before deploying to AWS (in Part 3).
🔗 GitHub Repo:
👉 aws-sam-gateway-lambda-dynamodb
Scope: Part 2 is local-only. Cloud deploy, auth, and hardening land in Part 3.
AWS SAM CLI
Docker (for Lambda + DynamoDB Local containers)
Python 3.13
Optional: AWS CLI (not required for local-only; dummy creds work)
How Lambda routing, validation, and DB access work together
How SAM emul…
( 9
min )
‘Snake Eyes’ With Bill Simmons, Sean Fennessey, and Van Lathan
Bill Simmons, Sean Fennessey, and Van Lathan dive back into Brian De Palma’s 1998 thriller Snake Eyes, dissecting Nic Cage’s masterful one-take opening, Gary Sinise’s corrupt cop vibes, and Carla Gugino’s standout supporting turn. Expect plenty of witty banter, deep cuts into De Palma’s stylistic flair, and hot takes on what makes—or breaks—this underappreciated cult flick.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is brought to you by PayPal (get 5% cash back when you Pay in 4 all holiday season!). For more Ringer goodness, subscribe to The Ringer-Verse and Bill Simmons on YouTube, and follow The Ringer on social for all the latest movie takes.
Watch on YouTube
( 6
min )
Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less is a tongue-in-cheek CinemaSins video that gleefully rakes the latest dino blockbuster over the coals, tallying every plot hole, logic leap, and “sin” as “they keep bringing this dinosaur back to life…and people keep watching.”
Along the way, they pepper in plugs for their site, socials, poll and Patreon, and shout out the CinemaSins writing squad—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—while steering you to all their YouTube spinoffs, Discord, Reddit, Instagram and TikTok.
Watch on YouTube
( 6
min )
Working with PDF documents is a routine part of research, study, and professional work. Whether you are reviewing technical papers, analyzing product documentation, or reading long-form reports, the challenge is the same: PDFs are often dense, difficult to navigate, and time-consuming to understand.
AI tools that help users read and query PDFs have grown quickly in recent years, but many solutions still come with friction, such as complex interfaces, limited file size support, or high subscription costs.
DeepPDF is a lightweight AI PDF reader designed to simplify this entire workflow. Its focus is straightforward: upload a document, ask questions, extract key points, and read smarter. It also includes a browser extension that allows users to open Google Scholar and arXiv PDFs instantly, wi…
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min )
A post by Joe Vincent T. De Ala
( 5
min )
Dorman says fears that Strategy will be forced to sell bitcoin are misplaced, citing the firm’s balance sheet, governance and cash flow.
( 33
min )
Timothy Peterson says ether ETFs have lost about 7% of cost-basis capital over five weeks, versus 4% for bitcoin ETFs.
( 32
min )
The DOJ filed its own post-trial motion last week, pushing back against Storm's motion for acquittal.
( 31
min )
Analysts highlighted retail distress, rare social-dominance surges and warnings of a possible deeper pullback as several major tokens remained under pressure.
( 33
min )
Despite its bearish reputation, every death cross in the current cycle has marked a major local bottom.
( 32
min )
BitMine Immersion Technologies’ executive chairman says ETH is beginning a bitcoin-style run as he highlights past drawdowns and patience.
( 32
min )
Dogecoin rebounding sharply from a heavy-volume flush while Shiba Inu broke key support before staging an aggressive intraday reversal.
( 34
min )
The market remains bearish with XRP struggling to break above the $2.23–$2.24 resistance zone.
( 34
min )
A federal jury in California has ruled that Apple must pay US$634 million (about RM2.62 billion) to medical-technology company Masimo after finding that several Apple Watch features infringed on one of Masimo’s blood-oxygen monitoring patents. The verdict, first reported by Reuters, marks a significant development in a long-running and highly complex legal fight between the […]
The post Apple Ordered To Pay Masimo US$634 Million Over Patent Dispute appeared first on Lowyat.NET.
( 35
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Rumours have it that Intel is currently working on a new integrated graphics, based on its Arc B-Series graphics for Panther Lake. More specifically, it wants to take the Xe3 cores of the upcoming Core Ultra 300 lineup and turn them into an entirely separate product. The rumour comes by way of Raichu via X […]
The post An Intel Arc B380 For Gaming Handhelds Is Reportedly In The Pipelines appeared first on Lowyat.NET.
( 33
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In today’s automotive landscape, connectivity has become a major selling point. Almost every automaker now offers Apple CarPlay as a standard feature across their model line-ups. Recently, it was reported that Tesla is finally joining the bandwagon after years of relying on its own closed ecosystem to maintain full control over the in-car experience. The […]
The post Tesla Set To Introduce Apple CarPlay After Years of Resistance appeared first on Lowyat.NET.
( 34
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The HONOR 500 series is set to debut in its home market as the successor to the HONOR 400 lineup. As the brand steadily drops teasers for the phones, leaksters are filling in some of the details as well. Recently, tipster Digital Chat Station has shared some of the specifications of the Pro variant. In a […]
The post HONOR 500 Pro Specifications Leaked Ahead Of China Launch appeared first on Lowyat.NET.
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🚀 Testing Dev.to API Integration
This is a test post to verify the Dev.to API integration is working correctly.
✅ API authentication
✅ Article creation
✅ Markdown formatting
✅ Publishing capability
Python 3
Dev.to API
Flask
If you're seeing this, the integration is working! 🎉
This is an automated test post. You can safely delete it.
testing #devto #api
( 6
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How to create a REST API in seconds
Nicolas Bonnici ・ Nov 15
#howto
#api
#rest
#go
( 5
min )
‘Snake Eyes’ Deep Dive on Ringer Movies
Bill Simmons, Sean Fennessey, and Van Lathan reunite to rewatch Brian De Palma’s 1998 thriller Snake Eyes, starring Nic Cage, Gary Sinise, and Carla Gugino. They unpack De Palma’s signature tracking shots, dissect the movie’s twisty plot set in Atlantic City, and trade hot takes on why this noir-ish gem still deserves attention nearly 25 years later.
Watch on YouTube
( 6
min )
How I Built a Stable Asynchronous Batch Processor for n8n (And Why the Default Loops Weren’t Enough)
Async API workflows in n8n get messy fast.
Timeouts, rate limits, unstable endpoints, CRM sync delays, retries…
I kept running into the same problems over and over.
So I built a modular, safe, reusable async batch processor — and this post explains the pattern.
Normal loops in n8n fail when you push large datasets:
Random HTTP timeouts
APIs enforcing strict rate limits
Retry logic is inconsistent
Long chains become unmaintainable
Webhook-based CRMs randomly drop requests
I needed something predictable and production-safe.
This pattern has 5 independent responsibilities:
SplitInBatches → Iteration controller
API Request Wrapper → Safe executor
Retry Engine → Idempotent retries
D…
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min )
Dynamic Programming (DP) has a reputation for being one of the trickiest topics in algorithms. Many learners struggle not because DP is inherently complex, but because they lack a structured approach to reasoning about problems. In this blog, we’ll break DP down into five simple steps that you can apply to most problems.
To make things concrete, we’ll use the Longest Increasing Subsequence (LIS) problem as our running example.
🧠 5-Step Framework to Solve DP Problems
### 1. Visualize Examples (Think in Terms of a DAG)
Almost all DP problems can be imagined as paths in a Directed Acyclic Graph (DAG). Each state represents a choice, and edges represent transitions to future states.
Let’s take our example array:
arr = [3, 1, 8, 2, 5]
Try to imagine all sequences that can be f…
( 10
min )
I’m open-sourcing a new project called arkA, aiming to create a simple, neutral, decentralized video protocol.
Think “RSS, but for video.”
Key ideas:
• storage-agnostic (S3, R2, Arweave, IPFS, NAS)
• reference HTML/JS client
• optional HLS/DASH/CMAF segment layers
• creator-controlled distribution
• no algorithms, no tracking
Why it exists:
Looking for contributors and architectural feedback.
Repo: https://github.com/baconpantsuppercut/arkA
Discussion board: https://github.com/baconpantsuppercut/arkA/discussions
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A practical guide to why “utility-first” CSS is winning; and how to use it effectively.
Introduction: The War Against Bloated Stylesheets
Every front-end engineer eventually hits the same wall; a stylesheet so massive and disorganized that every update feels like defusing a bomb. Overrides pile up, class names drift, and the entire CSS layer becomes a fragile maze.
Utility-first CSS emerged as a response to these long-standing pain points; it’s not a fad; it’s a pragmatic architectural pattern that shifts how modern teams write, scale, and maintain UI code. Recent industry reflections highlight that developers are increasingly turning to utility-first approaches because they offer a more predictable and maintainable styling model (Pickering, 2024).
For decades, CSS has favo…
( 12
min )
Building Archaic - Nostalgic memory sharing platform
DesignzByOJ ・ Nov 1
#webdev
#ai
#vibecoding
( 6
min )
There is a moment — small, almost imperceptible — that separates a person who “uses” technology from a person whose life is quietly rewritten by it.
For me, that moment happened twice.
The first time was when I was a boy, staring into the glow of a computer screen my father brought home on a Saturday afternoon. It sat on the kitchen table like an alien artifact — mysterious, humming, full of possibilities I couldn’t yet articulate. I didn’t know it then, but that machine would become my first teacher, my first refuge, and eventually the compass that would orient the rest of my life.
The second time it happened, I was an adult — tired, overwhelmed, and sitting at a desk in an office where everyone else seemed to speak a language I couldn’t quite decode. I opened ChatGPT out of desperation, …
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min )
A post by Tejas Bachhav
( 6
min )
Hi everyone, I'm a programmer who loves coding and also uses SRT (Spiritual Response Therapy) and pendulums to balance my inner energy during development sprints. Recently, the SRT pendulum system "crashed" on me, leaving this "energy coder" scrambling. Today, I'll share my story and a full solution guide for fellow devs facing the same issue!
SRT Pendulum System Simulation Page body { background: #000; color: #FFD700; font-family: Arial; text-align: center; } .pendulum { width: 200px; height: 200px; margin: 50px auto; position: relative; } .pendulum::before { content: ''; width: 10px; height: 100px; back…
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min )
“I’m a solo indie developer who built an AI tool for analyzing crypto whitepapers.
https://www.whitepaperai.space/
( 6
min )
Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less
CinemaSins has another deep dive where they nitpick every plot hole, overused trope and “dino-cliché” in Jurassic World Rebirth—packing all the laughs and groans into under 17 minutes. They point out how Hollywood just can’t quit reviving this franchise, even if it means looping back to the same old dinosaur beats.
Alongside the video, CinemaSins drops links to their website, socials, Patreon and even a poll to learn more about you. The usual credits roll for writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—just in case you want to geek out on who’s tallying up all those sins.
Watch on YouTube
( 6
min )
Unlocking the Unsolvable: Parallel Search Algorithms Conquer Complexity
Imagine trying to solve a puzzle with billions of pieces, where each placement affects all the others. That's the challenge in many complex games and real-world problems. But what if you could enlist thousands of helpers, working simultaneously, to find the perfect solution?
The core idea is to intelligently divide and conquer. A sophisticated search algorithm estimates how promising each potential move is, focusing computational power on the most likely paths to a solution. This is accelerated by running multiple instances of the search algorithm on many CPU cores, all sharing information to avoid redundant calculations and refine the search process collaboratively. Think of it like a flock of birds: each bird indiv…
( 7
min )
My First Kubernetes Contribution: A Journey of Mentorship, Reviews, CNCF CLA & My PR Getting Merged
Contributing to open source was always a dream…
Kubernetes is massive.
So when I created my first PR to kubernetes-sigs/kind, I didn’t just write a few lines of documentation —
Let me take you through the journey —
🌱 The Start — A Small Idea, A Big Step
While reading KIND’s Quick Start docs, I noticed something simple:
👉 There was no example for loading multiple Docker images in a single command.
Beginners do this all the time.
So I decided to contribute this:
kind load docker-image my-app:latest my-db:latest my-cache:latest
A small, beginner-friendly improvement —
🧪 Step 1: Passing the CNCF CLA — My First Real Gate
Before ANY Kubernetes PR can be tested or reviewed, contributors must pas…
( 9
min )
CinemaSins’ latest video, “Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less,” gleefully nitpicks every dino resuscitation, jaw-dropping plot hole and over-the-top CGI moment—because apparently Jurassic keeps coming back and so do our sins.
The description also hooks you up with their main site, YouTube spin-off channels, a sinful audience poll, Patreon support, and a shout-out to the writing squad (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel), plus all their social hangouts.
Watch on YouTube
( 6
min )
Welcome to Day 35 of the #80DaysOfChallenges journey! This intermediate challenge focuses on building a simple Morse code generator that translates English text to Morse signals, supporting the full alphabet from A to Z through a dictionary lookup, while managing user input in an interactive loop for repeated conversions. It incorporates clean string processing to handle words and letters with appropriate spacing, plus a placeholder for unknown characters, making it a robust utility for text encoding. This exercise strengthens skills in dictionary usage for mappings, string manipulation for case and splits, and loop-based interactivity with exit conditions, which are essential for creating user-friendly command-line tools or encoding apps. If you're advancing from basic dicts to more integ…
( 13
min )
The Framework Trap
Every developer has been there. You start a new project and immediately reach for your favorite framework:
npx create-react-app my-calculator
# Installing 1,453 packages...
# 3 minutes later...
# node_modules folder: 289 MB
Three minutes and 289 MB later, you have a "Hello World" that takes 2 seconds to load on 3G.
Before choosing our tech stack, we listed our actual requirements:
✅ Fast load times (
…
( 10
min )
Here is your full Dev Community post, perfectly formatted, without changing a single word of your content.
For decades, the internet’s foundation has been centralized. A few large data centers—operated by AWS, Google, and Microsoft—handle the world’s digital workloads. While efficient, this architecture is expensive, energy-intensive, and prone to single points of failure.
According to IDC and Gartner reports, over 66% of global cloud workloads are managed by three major providers. This centralization creates several systemic challenges:
Challenge
Description
High cost
GPU instances on centralized clouds can cost $3–6/hour.
Regional fragility
Outages in single data centers can affect millions of users.
Energy inefficiency
Data centers consume over 1% of global electricity.
Lim…
( 9
min )
In this new Djamware tutorial, learn how to implement a complete authentication flow for Blazor WASM, including:
JWT access & refresh tokens
Protected API routes
Role-based authorization
Custom AuthenticationStateProvider
Secure token storage
Auto-refreshing expired tokens
Deployment and security best practices
Full tutorial here:
https://www.djamware.com/post/6918248bc2494048b32e079f/build-a-secure-blazor-webassembly-app-with-aspnet-core-10-and-jwt-authentication
( 6
min )
As engineers, we’re obsessed with efficiency. We refactor clunky code, optimize database queries, and automate deployments. We despise wasted cycles. So why do we tolerate B2B marketing that feels like a brute-force attack—spraying generic messages into the void and hoping something sticks?
It’s time to apply our engineering mindset to the business of growth. Enter Account-Based Marketing (ABM). It's not just another marketing buzzword; it's a strategic framework for targeting high-value B2B customers with precision. Think of it as trading a wide, casting net for a high-tech spear gun.
Traditional marketing operates like a funnel: cast a wide net at the top (awareness), capture as many leads as possible, and nurture them down until a few become customers. It's a numbers game that often pri…
( 9
min )
📘 Scenario
Your company wants to standardize the AWS network setup across all environments — dev, stage, and prod.
Architects want a Terraform VPC module that:
Creates a VPC with configurable CIDR
Creates customizable public and private subnets
Creates an Internet Gateway
Creates NAT Gateways (only for stage & prod)
Expose outputs so other teams can use the VPC module
Your task is to:
Build a reusable Terraform VPC module
Deploy the module for dev, stage, prod
Make the module flexible using variables
How to write a Terraform module
How to structure multi-environment Terraform directories
How to use variables & outputs
How to control resources using count and conditional logic
How to avoid repeated code
terraform-task-02/
├── envs
│ ├── dev
│ │ ├── main.tf
│ │ ├── variables.tf
…
( 8
min )
‘Snake Eyes’ Rewatch Rundown
Bill Simmons, Sean Fennessey, and Van Lathan plunge back into Brian De Palma’s ’98 noir-thriller Snake Eyes—starring Nicolas Cage as a corrupt cop, Gary Sinise in hot pursuit, and Carla Gugino caught in the crossfire. Expect insider banter, movie trivia, and unfiltered takes from The Ringer crew as they crown themselves “kings of the sewer.”
Extras & How to Tune In
This episode is brought to you by PayPal—score 5% cash back when you Pay in 4 through the holidays. For more film nerdery, subscribe to The Ringer-Verse and Bill Simmons YouTube channels, follow The Ringer on socials, or shop the merch at theringer.com.
Watch on YouTube
( 6
min )
Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less
CinemaSins tears into Jurassic World Rebirth, counting every plot hole, dino cliché and “creative choice” as they resurrect the franchise in under 17 minutes. Expect snarky quips, a rising sin tally and plenty of T. rex commentary.
Hungry for more “sins”? Visit cinemasins.com or their Linktree for every video, a cheeky poll, Patreon perks and full social links—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel are everywhere from Twitter to TikTok.
Watch on YouTube
( 6
min )
Explainable Causal Reinforcement Learning for deep-sea exploration habitat design across multilingual stakeholder groups
Introduction
It all started when I was debugging a reinforcement learning agent that kept failing in unexpected ways. While exploring multi-agent reinforcement learning systems for autonomous underwater vehicles, I discovered that our models were making decisions that seemed optimal on paper but were completely counterintuitive to our marine biologists and engineers. The AI was finding local optima that violated basic principles of habitat sustainability, and worse—we couldn't explain why it was making these choices.
This realization hit me during a late-night research session when I was comparing our model's performance metrics against stakeholder feedback.…
( 10
min )
TL;DR
CinemaSins just dropped a 17-minute roast of Jurassic World: Rebirth, cataloguing every plot hole, recycled trope and dino misstep with their trademark snark. Along the way they plug their website, Discord, Reddit, poll (they really want your opinions) and even a Patreon for fans who can’t get enough of their “sins.”
Watch on YouTube
( 6
min )
https://medium.com/@natarajanck2/what-is-wmi-in-cybersecurity-a-simple-beginner-friendly-explanation-eac2cf12774f
( 5
min )
TL;DR: In 2025, AI isn’t just a tool; it’s your career’s secret weapon. Here’s how I used AI to revamp my resume, increase interview callbacks, and prepare for tougher hiring processes — complete with exact prompts you can reuse today.
Why AI + Resume Optimization is the Ultimate Career Hack in 2025
Recruiters sift through hundreds of resumes per job posting. The game has changed — it’s no longer about flashy templates or buzzwords. AI models trained on job data, hiring trends, and ATS algorithms are reshaping how resumes are read and ranked.
This means your resume needs to be:
Laser-focused on measurable impact
Optimized with relevant keywords for ATS
Clear, concise, and human-friendly
AI can analyze job descriptions and help craft a resume tailored perfectly to your dream role.
My Step-b…
( 7
min )
🎯 Introduction
After extensive investigation into NP-complete problems, I'm introducing the Position-Candidate-Hypothesis (PCH) Paradigm - a theoretical approach that explores structural-statistical analysis as an alternative to traditional combinatorial search methods.
Important Notice: This work presents theoretical research and has not yet undergone peer review. The PCH paradigm is a conceptual framework requiring mathematical validation and empirical testing. This represents early-stage research, not a proven solution or production-ready algorithm.
NP-complete problems present fundamental challenges in computer science. Traditional approaches based on combinatorial search face significant scalability limitations. The PCH paradigm investigates whether these problems can be reconceptu…
( 7
min )
Architecting Large-Scale AWS Migrations Using AWS Application Migration Service (MGN) & Cloud Studio 2.0
Kishore Karumanchi ・ Nov 15
#cloud
#aws
#architecture
#mgn
( 5
min )
Introduction
“Will the application work exactly the same after cutover?”
AWS Application Migration Service (MGN) significantly simplifies rehosting, yet the architecture behind a scalable migration is where most projects struggle.
In this blog, I will walk through how to architect large migrations using AWS MGN, combined with Cloud Studio 2.0, an accelerator that helps automate discovery, dependency mapping, and migration wave planning (Cloud Studio is a Wipro’s proprietary tool/ Platform, Instead of Cloud Studio tool you can use other third-party tools as well based on your requirement and use case, example Matilda etc.). These approaches come from real-world programs supporting enterprise customers transitioning hundreds of servers to AWS.
1. Migration Strategy: Why Rehost Still Matters
…
( 8
min )
In this Ringer Movies episode, Bill Simmons, Sean Fennessey, and Van Lathan don their film buff hats to rewatch Brian De Palma’s ‘Snake Eyes,’ starring Nicolas Cage, Gary Sinise, and Carla Gugino. They riff on the movie’s slick noir vibe, over-the-top plot twists, and why this underappreciated thriller still slithers into cult-classic territory.
Brought to you by PayPal, the trio even weaves in some holiday cash-back tips as they unpack political intrigue, 90s sound design flourishes, and all the other reasons ‘Snake Eyes’ deserves a second look.
Watch on YouTube
( 6
min )
Customer Lifetime Value CLV: Origins, Importance, Models, and Real-Life Applications
Dipti ・ Nov 15
#webdev
#ai
#programming
#blockchain
( 6
min )
Feature Selection Techniques with R: Origins, Methods, and Real-Life Applications
Vamshi E ・ Nov 15
#webdev
#ai
#programming
#blockchain
( 5
min )
A post by Farhan Nasir
( 6
min )
What Prompt Engineers Should Learn From Designers & Writers
Jaideep Parashar ・ Nov 15
#ai
#design
#writing
#learning
( 6
min )
Jahari Stampley just wowed the jazz world by winning the Herbie Hancock Institute of Jazz Piano Competition and takes us through his wild ride to the forefront of improvisational music. He breaks down the “lightbulb” moments and practice hacks that sparked his groundbreaking approach, blending classical chops with ear-driven experiments to reinvent what the piano can do.
Along the way, he’s rallied a devoted squad on the Beato Club—dozens of supporters who’ve cheered every experiment and fueled his fearless quest to push musical boundaries.
Watch on YouTube
( 6
min )
TL;DR
Bill Simmons, Sean Fennessey and Van Lathan reunite to geek out over Brian De Palma’s 1998 thriller Snake Eyes—digging into Nic Cage’s mesmerizing opening scene, Gary Sinise’s sinister turn and Carla Gugino’s sharp performance while marveling at De Palma’s signature visual flair.
Produced by Craig Horlbeck, Chia Hao Tat and Eduardo Ocampo, this Ringer Movies episode is brought to you by PayPal—snag 5% cash back when you Pay in 4 all holiday long (offer ends 12/31).
Watch on YouTube
( 6
min )
Top 7 Mistakes That Slow Down WordPress Websites (And How I Fix Them) | by Farhan Nasir | Nov, 2025 | Medium
A slow WordPress site kills conversions, drops rankings, and frustrates users.
After working on 300+ websites for clients in the UK, USA…
medium.com
( 5
min )
Introdução
Proposta por Alistair Cockburn, a Hexagonal Architecture (Ports & Adapters) promete algo que todo desenvolvedor deseja: código que sobrevive ao teste do tempo.
Neste artigo, vou mostrar como implementei essa abordagem no Sauron, um serviço de registro e avaliação de clientes, e como você pode aplicar os mesmos princípios nos seus projetos.
Quantas vezes você já viu (ou escreveu) código assim?
@Service
public class CustomerService {
@Autowired
private CustomerRepository repository; // JPA vazando por todo lado
public Customer createCustomer(CustomerDTO dto) {
Customer customer = new Customer();
customer.setName(dto.getName());
// ... mais 50 linhas misturando validação, negócio e persistência
}
}
Os problemas:
Alto acoplamento com frame…
( 9
min )
Intro — A Course That Changed How I See Agentic Systems
When I started the 5-Day AI Agents Intensive with Google & Kaggle, I expected another technical bootcamp.
I was wrong.
…but a living architectural pattern:
perceiving
reasoning
deciding
acting
reflecting
and adapting over time.
By Day 5, something clicked for me:
“If agents fundamentally revolve around perception → memory → reasoning → action → feedback… then the tool we choose doesn’t matter as much as the architecture we build around it.”
That insight pushed me to design something more ambitious than just a capstone.
I built an entire agentic operating system using nothing but:
Google Workspace
Gemini (conceptually, until I can access paid API)
Apps Script
Node.js
and six GitHub repos working together.
This became my capstone —
Wha…
( 9
min )
One camp frames 2025 as routine post-2022 consolidation, while another says attention has shifted to AI and clear crypto catalysts have thinned.
( 33
min )
The investment, which accounts for 20% of Harvard's reported U.S.-listed public equity holdings, is notable.
( 32
min )
The technology aims to expedite transactions and eliminate intermediaries, enabling the direct transfer of digital currencies over a blockchain-based system.
( 32
min )
The Senate Agriculture Committee released a draft text for its version of market structure legislation.
( 36
min )
The sell-off is attributed to a combination of factors, including profit-taking, institutional outflows, macro uncertainty, and low liquidity.
( 32
min )
If it seems like bitcoin prices react particularly negatively to falling stocks, but don't do a whole lot when stocks fly higher, you're not imagining it.
( 33
min )
Neura aims to produce 5 million robots by 2030 and has already booked €1 billion in orders.
( 32
min )
Despite calmer prices after October’s brutal leverage wipeout, bitcoin and ether market depth remains structurally thin, creating a more fragile trading environment.
( 37
min )
Remember TQ Wuling? It debuted back in May in the local market with the Bingo EV, which later made its first public appearance at the Malaysia Autoshow (MAS 2025). Recently, the specifications of the hatchback were updated on the automaker’s website. It seems that the Bingo will be arriving in the local market with two […]
The post TQ Wuling Updates Specfications Of Bingo EV Ahead Of Local Debut appeared first on Lowyat.NET.
( 34
min )
U Mobile has secured RM4.3 billion in syndicated financing to fund its ongoing 5G expansion in Malaysia, marking one of the largest ringgit-denominated syndicated loans ever raised by an unlisted company. CIMB Investment Bank acted as the sole loan coordinator and joint mandated lead arranger, with CIMB Bank and CIMB Islamic Bank as financiers. Maybank […]
The post U Mobile Secures RM4.3 Billion To Accelerate Nationwide Next Gen 5G Rollout appeared first on Lowyat.NET.
( 35
min )
Besides the Predator lineup the brand was bringing into Malaysia yesterday, Acer also announced the availability of its Connect M6E 5G Mobile Wi-Fi, its portable mobile hotspot device. We first saw the M6E earlier this year during IFA 2025. Acer says that its portable 5G Mobile Wi-Fi is capable of delivering up to 28 hours […]
The post You Can Get Acer’s Connect M6E 5G Mobile Wi-Fi For RM999 appeared first on Lowyat.NET.
( 34
min )
About a year ago, Rockstar Games released the PC port for Red Dead Redemption. Now, the company has announced that it will be bringing the game to mobile devices. Starting from 2 December 2025, both the game and its Undead Nightmare DLC will be available for compatible iOS and Android devices. The mobile versions of […]
The post Red Dead Redemption Coming To iOS And Android 2 December; Free On Netflix appeared first on Lowyat.NET.
( 34
min )
In Part 1
Workspace automation
Ledger (Prompt Evolution Tree + runs)
Gemini orchestrator
Devlog generator
Analytics
Workflow atlas
All of that was basically:
“Here’s the skeleton. Here’s how each bone connects.”
In this post, I want to zoom out and talk about how this behaves when it’s not just me using it, but ~200 people, each with their own prompts, workflows, and experiments.
Specifically:
How the ledger behaves like a soft blockchain
How users stay isolated but still learn from each other
How Gemini (Jimin) becomes the orchestrator/kernel
Why this starts to look suspiciously like an Android-style OS built on Google Workspace
From “My Stack” to “200-User MindsEye OS”
Part 1 was written from a solo-builder perspective.
But the design isn’t actually single-user. It’s intentionally struct…
( 11
min )
Introduction
In Day 13, I explored how Amazon S3 changed the way I think about storage - versioning, lifecycle policies, encryption, and automation taught me that data durability is the backbone of cloud systems.
But as my sandbox grew into a multi-instance setup, I faced a new reality:
S3 alone cannot solve all storage needs.
Some data must live with compute.
Some must be shared across servers.
Some must be queried.
Some must be protected.
And some must be delivered globally with low latency.
This realization pushed me into a deeper AWS chapter: EBS, EFS, FSx, RDS, DynamoDB, Route 53, and CloudFront.
Each one filled a gap I didn't even know existed - until the day I faced a real problem. Let me take you through that journey.
One day, I rebooted my EC2 instance… and my application f…
( 8
min )
Ever wished your website would magically update every time you push code to GitHub? Well, that's exactly what CI/CD does!
In this tutorial, I'll show you how to deploy a beautiful portfolio website with automatic deployments using GitHub Actions and Netlify. No manual uploads, no clicking "Deploy" buttons — just pure automation magic! ✨
What you'll learn:
✅ Set up a modern portfolio website
✅ Configure GitHub Actions for CI/CD
✅ Auto-deploy to Netlify on every push
✅ Add testing to your pipeline
Let's dive in! 🏊♂️
First, let's see what we're building:
my-portfolio/
├── .github/
│ └── workflows/
│ └── deploy.yml # GitHub Actions CI/CD
├── index.html # Main website
├── test.html # Test page (optional)
├── test.js # Test scripts
├── netlify.tom…
( 11
min )
Introduction
As a SEO consultant or agency owner, finding actionable leads is a constant hustle. The obvious Page 1 opportunities are highly competitive so the real opportunity is on Google Page 2 and beyond, where basic SEO mistakes by local businesses are common.
This post describes how I created a production-ready Python agent (depending on your definition) that:
Scrapes targeted SERP pages (Page 2+)
Performs instant on-page audits (H1, local NAP, etc.)
Generates a personalized sales pitch for every failure
The project focuses on three pillars of production code: Efficiency, Precision, and Robustness.
Scaling Google searches is the primary challenge. I used SerpApi to avoid scraping blocks and programmatically target long-tail local queries defined in serp_config.py (a combination of …
( 8
min )
In 2023, while researching IoT device security, I discovered a critical vulnerability in one of the world's most popular IP camera brands. v380 cameras are used by millions of people—in apartments, offices, stores, and children's rooms. They're affordable, easy to set up, and work through a convenient mobile app.
The problem turned out to be both trivial and frightening: user credentials were transmitted over the network in plain text. Anyone who knew a camera's ID could connect to an unprotected relay server, intercept the owner's login and password, gain full access to the video stream, and even broadcast pre-recorded video instead of the live feed—just like in classic heist movies.
This article is a technical breakdown of the vulnerability, detailed analysis of the exploit code, and a s…
( 21
min )
Half the Tokens: Turning Text into Pictures to Supercharge AI
Ever wondered if a picture could carry the same story as a long paragraph? Scientists discovered that feeding AI a snapshot of text can cut the amount of “reading bits” it needs by almost half—without losing meaning.
It’s a simple trick that could make AI assistants more efficient for everyone, and the future might just look a little more visual.
Read article comprehensive review in Paperium.net:
Text or Pixels? It Takes Half: On the Token Efficiency of Visual Text Inputs inMultimodal LLMs
🤖 This analysis and review was primarily generated and structured by an AI . The content is provided for informational and quick-review purposes.
( 29
min )
‘Snake Eyes’ Revisited by The Ringer Movies
Bill Simmons, Sean Fennessey, and Van Lathan dive back into Brian De Palma’s twist-y thriller Snake Eyes—complete with Nic Cage’s scene-stealing antics, Gary Sinise’s undercover bravado, and Carla Gugino’s cool composure—to determine once and for all who really rules the cinematic sewer.
Brought to you by producers Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo (and proudly sponsored by PayPal), this episode is your go-to for laughs, hot takes, and deep movie nerdery. Don’t forget to subscribe to The Ringer channels and keep up with all their pop-culture dissections!
Watch on YouTube
( 6
min )
Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less
CinemaSins’ latest video tears into the newest “Jurassic World” installment, ticking off every plot hole, goofy moment, and recycled dino trope in under twenty minutes. Our sin counters are back for another round of “they keep resurrecting this dinosaur, and we keep pointing out all the absurdity.”
Along the way, CinemaSins plugs their socials (YouTube channels, Discord, Reddit, TikTok), a quick poll for fans, and a Patreon drive to keep the sin-machine running. Writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel all get a shout, with links to follow the sin squad wherever you scroll.
Watch on YouTube
( 6
min )
The comprehensive theoretical knowledge spanning risk management, psychological frameworks, due diligence processes, and strategic approaches proves meaningless without practical tools enabling efficient execution of optimal strategies. The participant attempting to manually track GeorgePlaysClashRoyale holder counts through blockchain explorers, calculate VampCatCoin liquidity ratios with spreadsheets, and monitor Token Metrics Live community sentiment through endless Discord scrolling faces overwhelming information management burden that proper tooling eliminates. Understanding the specific platforms, software applications, browser extensions, analytics services, and community resources that transform abstract knowledge into executable workflows separates effective practitioners from tho…
( 13
min )
How I built a calendar aggregator with .NET 9, React 19, and learned about multi-tenant architecture the hard way
If you're a software engineer in 2025, you probably have:
A work Google Calendar (meetings, standup, 1:1s)
A personal CalDAV calendar (Nextcloud, iCloud, etc.)
Jira tickets you need to schedule time for
A mental breakdown every Monday morning
I got tired of switching between three browser tabs to see if I had time to actually write code. So I built UnifyTime — a calendar aggregator that pulls everything into one view and lets you schedule Jira tickets directly onto your calendar.
This is the technical deep-dive on how it works.
Tech Stack:
Backend: .NET 9 Web API, Entity Framework Core, PostgreSQL
Frontend: React 19, Vite, TanStack Query (React Query)
Monorepo: npm workspaces f…
( 11
min )
A post by Ben Halpern
( 6
min )
A post by Theekshana Udara
( 5
min )
Welcome back to Cybersecurity Weekly!
secure collaboration.
Remote work is here to stay — and so are the cyber risks that come with shared documents, project tools, cloud platforms, and communication apps. Whether you work solo or manage contractors/virtual assistants, securing your workflow is non-negotiable in 2025.
The more tools you use — Slack, Notion, Zoom, Google Drive, Figma, Trello, etc. — the more opportunities attackers have to slip in.
Common risks in remote-work environments:
Compromised contractor accounts
A single compromised freelancer account can leak client files, invoices, or private communications.
Shared links that never expire
Public-share URLs are often forgotten and can be guessed or scraped.
Unsecured personal devices
Many freelancers use personal laptops or phones…
( 9
min )
Attending Pakistan’s First AWS Student Community Day Islamabad 2025: A Perspective
In October 2025, I had the opportunity to attend Pakistan’s first-ever AWS Student Community Day, hosted collaboratively by AWS Cloud Club NUML and AWS Cloud Club IIUI in Islamabad. For someone pursuing software engineering and actively learning cloud technologies, this event offered more than just sessions — it provided a clear look into how cloud learning ecosystems are evolving in Pakistan.
`A Well-Organized Blend of Academia and Industry
One of the standout aspects of the event was the balance between academic insights and industry exposure. Student communities, AWS Captains, and professionals came together with a shared intention: to build a stronger cloud-driven future. This mix is important — it ens…
( 7
min )
Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less skewers the endless dino-resurrection trope with CinemaSins’ signature snark, tallying up every plot hole and eyebrow-raising moment.
Along the way, they plug their website and YouTube channels (TVSins, CommercialSins, CinemaSins Podcast Network), a sinful poll, Patreon support, and give shout-outs to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel.
Watch on YouTube
( 6
min )
Modern job seekers expect resume tools to be smart, fast, ATS-friendly, and AI-assisted.
So I decided to create a fully packaged, production-ready AI Resume Builder using:
Next.js 15
React 19
App Router & Server Components
Prisma with PostgreSQL
Gemini AI (Text & Vision) for resume parsing
ShadCN UI
Tailwind CSS
Clerk Authentication
Full ATS scoring engine
PDF/DOCX file processing
Multi-template resume generator
And now I’ve released the entire codebase as a downloadable, production-ready project:
👉 https://localaimaster.com/products/ai-resume-builder-nextjs
💡 What This Project Includes
This isn’t a demo.
Here’s what’s inside:
✔ 1. AI-Powered Resume Parsing (PDF & DOCX)
Using Gemini Vision, the system can extract:
Experience
Skills
Education
Certifications
Achievements
Suggested improvem…
( 7
min )
Join a welcoming space where developers share projects, learn together, and grow their careers. From beginners to seasoned pros all coding journeys find a home here.
( 6
min )
https://medium.com/@natarajanck2/npm-pre-and-post-scripts-explained-automate-before-and-after-tasks-easily-ddfe24a47b86
( 6
min )
Ringer Movies Rewinds Brian De Palma’s Snake Eyes
Bill Simmons, Sean Fennessey, and Van Lathan slap on their detective hats to rewatch Brian De Palma’s 1998 thriller Snake Eyes, dissecting Nic Cage’s over-the-top heroics, Gary Sinise’s corrupt cop swagger, and Carla Gugino’s standout charm—earnest banter guaranteed, crowned “kings of the sewer.”
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is sponsored by PayPal’s holiday Pay in 4 deal (5% cash back through 12/31). Subscribe to The Ringer on YouTube and your favorite podcast app to keep the movie party rolling.
Watch on YouTube
( 6
min )
Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less takes the usual CinemaSins approach, poking fun at the never-ending dino-resurrections and on-screen blunders in record time. Along the way, they remind viewers to check out their main site, hit up their Linktree for the latest updates, weigh in on a quick poll, and consider supporting the channel on Patreon.
Behind the scenes, the video credits a team of writers (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel) complete with social links. Fans are also invited to join the action on Discord, Reddit, Instagram and TikTok—or even pick up Jeremy’s new book.
Watch on YouTube
( 6
min )
Hola, Devs!
Si alguna vez has intentado hacer un email que se vea bien en Gmail, Outlook y, peor aún, en el modo oscuro, sabes que es un infierno de tablas anidadas y CSS inline del año 2005. Es la definición de deuda técnica. React email llega como el fix que necesitábamos: una solución de framework que te permite usar React para construir emails con componentes.
Esto no es solo una librería, es un workflow completo que está reescribiendo la forma en que interactuamos con el HTML de correo.
Commits Clave
1. ⚛️ Programación Declarativa para el HTML de Correo
El mayor commit es la promesa de escribir HTML de correo usando la sintaxis de React. Esto significa adiós a la lucha contra las reglas arcaicas de los clientes de correo. React email utiliza una capa de abstracción para …
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min )
Hi everyone! This is a test.
( 5
min )
Hi everyone, Seb here! 👋
This week has been relatively calm in the ecosystem. We have a good variety of community blog posts, releases, and weak signals. I'm not sure what to highlight, so I'll just let you enjoy reading it!
💡 Subscribe to the official newsletter to receive an email every week!
AG Charts: The Best React Charts in the World.
AG Charts is a high-performance, canvas-based charting library from AG Grid.
Originally built to power AG Grid’s Integrated Charts, it now serves over 1M npm downloads each month.
🆓 Free: A wide range of chart types (bar, line, scatter, area, and more) — free, forever.
🚀 Fast: Optimised canvas rendering for large datasets (1M+ points).
🦾 Accessible: Built-in support for screen readers and keyboard navigation.
🔄 AG Grid Integration: Shared API wi…
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Three new AI coding models dropped in the past two months. Claude Sonnet 4.5 with extended thinking on September 29. GPT-5 Codex with unified reasoning on September 23. Kimi K2 Thinking with 1T parameters on November 6-7. All three claim to handle complex coding tasks better than anything before them.
The benchmarks say they're close. I wanted to see what that means for actual development work. So I gave all three the same prompts for two hard problems in my observability platform: statistical anomaly detection and distributed alert deduplication. Same codebase, same requirements, same IDE setup.
Full code's on github.com/rohittcodes/tracer if you want to dig in. Fair warning: it's an evaluation harness I built for this, not a polished product. Expect rough edges.
Test 1 - Advanced Anomaly…
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How I Sync Notion CSV Using Python (Beginner-Friendly)
Jeremy Reevese ・ Nov 14
#python
#automation
#beginners
#productivity
( 6
min )
How a Massive Sound Library Is Changing the Way Machines Hear Rooms
Ever wondered why your voice sounds different in a bathroom versus a concert hall? Scientists have created a gigantic virtual library of “room echoes” called RIR‑Mega, and it could make our devices understand those differences like never before.
This breakthrough means clearer calls, smarter home assistants, and richer virtual‑reality experiences for all of us.
Imagine a world where every room sounds perfect—that’s the promise of RIR‑Mega.
Read article comprehensive review in Paperium.net:
RIR-Mega: a large-scale simulated room impulse response dataset for machinelearning and room acoustics modeling
🤖 This analysis and review was primarily generated and structured by an AI . The content is provided for informational and quick-review purposes.
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As AI adoption accelerates globally, compute power has become a critical bottleneck. GPUs—the engines behind model training, inference, and content generation—are increasingly scarce and expensive. Traditional cloud infrastructure is centralized, costly, and limited to a few major providers.
When web browsers democratized information, and blockchains decentralized finance, they each redefined digital ownership. The next frontier—compute decentralization—aims to make access to AI processing power equally open.
GPU shortages limit innovation.
Cloud services charge significant markups for high-performance GPUs.
Small teams and research groups struggle with compute affordability and accessibility.
Neurolov’s decentralized compute layer proposes a technical solution: aggregate unused GPU capaci…
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min )
Τι είναι το Azure Front Door
Το Azure Front Door είναι μια υπηρεσία της Microsoft που λειτουργεί σαν η κεντρική είσοδος μιας διαδικτυακής εφαρμογής. Όταν ένας χρήστης θέλει να δει μια εφαρμογή, δεν συνδέεται απευθείας στο κεντρικό της σύστημα, αλλά πρώτα περνά από ένα ειδικό σημείο που βρίσκεται πολύ κοντά στον χρήστη. Αυτό το σημείο ονομάζεται edge node και είναι σαν ένα μικρό κέντρο εισόδου τοποθετημένο σε πολλά σημεία του κόσμου. Έτσι, ο χρήστης φτάνει πιο γρήγορα στην εφαρμογή γιατί δεν χρειάζεται να συνδεθεί σε κάποιο μακρινό server.
Γιατί χρησιμοποιούμε το Azure Front Door
Το Azure Front Door χρησιμοποιείται όταν μια εφαρμογή έχει χρήστες σε πολλές χώρες και χρειάζεται να παραμένει γρήγορη και διαθέσιμη ακόμη και αν παρουσιαστεί πρόβλημα σε κάποιο μέρος του κόσμου. Προσφέρει επίσης α…
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min )
Everything Wrong With Thunderbolts* (The New Avengers) In 20 Minutes Or Less is CinemaSins’ latest roast of Marvel’s anti-hero team, where Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel gleefully tally up plot holes, cringe-worthy dialogue, weird camerawork and character missteps—yet can’t quite bring themselves to hate the movie outright.
If you’re craving more snark, deep dives or behind-the-scenes chatter, hit up their website, Discord, Reddit, socials (@TVSins, @commercialsins, @cinemasinspodcastnetwork), or even support the team on Patreon. Don’t forget to fill out their sinful poll and check out Jeremy’s new book!
Watch on YouTube
( 6
min )
When people ask, “How long will it take to build an MVP?”, they’re usually hoping for a simple number. The truth is, there is a realistic range—but only if you understand the phases, the constraints, and the engineering discipline required to hit those deadlines without compromising quality.
From a DevOps perspective, consistent delivery isn’t luck—it’s the result of stable environments, clean pipelines, reliable automation, and a team aligned on scope from day one. At SDH, we've refined this rhythm over hundreds of MVP cycles, and the outcome is predictable speed with zero chaos behind the scenes.
Here’s a breakdown of what a real MVP timeline looks like and what you can expect when the process is engineered properly.
This is the phase most teams underestimate—and later regret rushing thr…
( 7
min )
How I Built a Tiny Tool That Makes Responsive Design Feel Effortless
Olawale Bashiru ・ Nov 12
#frontend
#javascript
#css
#opensource
( 6
min )
Watch on YouTube
( 6
min )
If you've been building with Django for years, you’ve probably experienced the upgrade jitters: will your models break, will migrations hang, will something subtle betray you in production?
With version 5.2, Django sets itself up as the next “safe platform” release: it’s designated as a long-term support (LTS) version, so picking it means you’re investing in stability and new features (Django Project).
But don’t think of it as simply a maintenance release: 5.2 introduces several features that shift how you work with Django, from your shell workflow to database modelling.
This article walks through the key changes you’ll want to know about, and flags what you might need to adjust when upgrading.
These are changes that can significantly affect your codebase or deployment, and need intentio…
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There are moments when you stop, look at your terminal, and think:
“Why does something as simple as managing packages in JavaScript has to be… so dramatic?”
If you've been around the Node.js ecosystem for more than 5 minutes, you know exactly what I mean.
Well, FNPM just got its biggest update ever, and no, it’s not “just another technical improvement.” This update is about giving you the experience we all secretly wanted: using your favorite package manager while something way smarter runs behind the scenes.
Let me explain.
The biggest change (and my personal favorite) is the new transparent alias system.
This means you can now type:
pnpm install
…and behind the scenes, FNPM is actually doing the job.
Why is this so massive?
Because for the first time, an alternative package manager ca…
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If you’ve ever handled hundreds (or thousands) of product photos, you know how quickly things get messy. Files pile up in random folders. Backgrounds vary from image to image. Some look polished — others, not so much.
This digital clutter doesn’t just look bad; it slows down teams, hurts visual consistency, and makes your catalog feel disorganized.
That’s where AI batch tools come in. They don’t just remove backgrounds — they help organize, clean, and standardize your entire image workflow. With one click, your cluttered photo folder transforms into a clean, consistent, and professional-looking catalog.
Let’s explore how AI batch background removal is reshaping how brands, designers, and developers manage their visual assets at scale.
When visual assets are inconsistent or poorly o…
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How I Use GitHub Actions to Automate My Life (and My One-Person Company)
Jeremy Reevese ・ Nov 14
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‘Snake Eyes’ deep dive
Bill Simmons, Sean Fennessey, and Van Lathan suit up for a rewatch of Brian De Palma’s neon-drenched thriller Snake Eyes, starring Nicolas Cage, Gary Sinise, and Carla Gugino. Expect sharp takes on the film’s twists, star turns, and De Palma’s signature camera flourishes.
Behind the mic
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this Ringer Movies episode is powered by PayPal—snag 5% cash back all holiday long when you Pay in 4.
Watch on YouTube
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Everything Wrong With Thunderbolts* (The New Avengers) cracks open Marvel’s latest team-up in true CinemaSins style, clocking in under 20 minutes to gleefully point out every plot hole, oddity and “sin” you never noticed (or can’t unsee).
The description doubles as a one-stop hub for all things CinemaSins: links to their main site, YouTube channels (@TVSins, @commercialsins), a sinful poll, Patreon support, Discord, Reddit and social media handles for their writers and contributors.
Watch on YouTube
( 6
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Everything Wrong With Jurassic World Rebirth In 17 Minutes Or Less is Cinema Sins’ latest snarky breakdown of the dino blockbuster, gleefully pointing out every recycled trope, wobbly plot beat, and T-Rex resurrection moment in under seventeen minutes of cinematic sinning.
The video description doubles as a promo hub, linking to their main site, YouTube channels (TVSins, CommercialSins), a fan poll, Patreon, Discord, Reddit, Instagram, TikTok—and gives shout-outs to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel.
Watch on YouTube
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CSU Long Beach: Học bổng, chương trình đào tạo và cơ hội nghề nghiệp
CSU Long Beach không chỉ là một trường công lập nổi tiếng ở Nam California mà còn là điểm đến hấp dẫn cho sinh viên quốc tế với môi trường học tập an toàn, đa dạng và nhiều cơ hội nghề nghiệp sau khi tốt nghiệp. Dưới đây là tổng quan chi tiết và những điểm nổi bật dành cho bạn đang cân nhắc du học Mỹ.
Thành lập: 1949
Địa chỉ: 1250 N Bellflower Blvd, Long Beach, CA, USA
Tổng số sinh viên: ~39,000
Sinh viên quốc tế: ~2,010
Xếp hạng (US News 2025): Top 3 trường công lập tốt nhất khu vực Tây Hoa Kỳ
Chương trình mạnh: Hơn 150 chương trình đào tạo đa ngành (nổi bật kỹ thuật, kinh doanh, nghệ thuật)
Học phí: Khoảng 17,430 USD/năm (chưa có học bổng)
Học bổng: 0 – 1,000 USD
Tổng chi phí ước tính/năm: Khoảng 42,376 – 43,376 USD
C…
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From Boring Outputs to Brilliant Answers: My Prompt Debug Process
Jaideep Parashar ・ Nov 14
#ai
#webdev
#learning
#discuss
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I got tired of wrestling with the UVR5 desktop client, so I built a free web version.
This post is not a “click here, then here” user guide — it’s a developer-focused breakdown of:
Why I turned everything into a Job
How I wrapped complex models into simple “scenes”
How Workers, queues, and object storage fit together
If you’re trying to move heavy offline tasks (transcoding, ML inference, batch jobs) to the web, this pattern is meant to be reusable.
When I first used the UVR5 desktop client, my feelings were simple:
Pros: lots of models, solid quality
Cons: heavy install, complex local setup, picky GPU drivers
For non-technical users, “install before use” is already a hard stop.
Even for me, having to redo the whole setup every time I switched machines was annoying.
So I set myself o…
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I have been trying to understand how the web actually works by building things instead of watching tutorials. None of these projects are big, but each one taught me something I did not fully understand before. These three projects, AnimalSounds, CheeseMath, and the EthicsFrontEndDemo, helped me get a clearer feel for JavaScript, testing, and basic security.
Live: https://bradleymatera.github.io/AnimalSounds/
Repo: https://github.com/BradleyMatera/AnimalSounds
AnimalSounds is a simple soundboard. You press a button and it plays the sound. Working on it helped me understand DOM events, how the browser handles audio, and how to add basic keyboard accessibility. Building something small like this helped me see how front end code behaves in a real browser.
Live: https://bradleymatera.github.…
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A growing cross-border e-commerce company once suffered a major security setback: during a peak shopping event, its payment API was hit by heavy CC attacks. The server went down, orders were lost, and leaked payment data created serious compliance risks.
The team tried several traditional WAF solutions, but most were either difficult to deploy or incompatible with their Apache-based architecture. It wasn’t until they adopted SafeLine WAF that the issue was fully resolved.
One of the biggest advantages SafeLine brought to the team was exceptionally smooth Apache compatibility.
Traditional WAFs often require:
Editing Apache config files
Installing custom modules
Adjusting network routes
Long, error-prone manual tuning
In comparison, SafeLine supports transparent bridge mode, meaning…
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Introduction
LoRaWAN is widely adopted as an LPWAN technology due to long-range communication, low power consumption and cost-effective deployment. The Network Server (NS) is a critical component within the LoRaWAN architecture: it handles device activation, message routing, encryption/decryption, network management and operator-level controls. Selecting the appropriate NS has direct implications for reliability, scalability, operational cost, compliance and integration complexity.
NS solutions on the market range from fully open-source stacks to operator-grade commercial systems and localized integrated IoT platforms. Differences in architecture, deployment flexibility, cost structure, security model and ecosystem support are substantial. This article compares five representative platform…
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min )
Mixing Night with Ken Lewis – FULL MIX NIGHT – 11/12/2025
Join 2× Grammy winner Ken Lewis on November 12, 2025 for a free monthly livestream where he breaks down the mix-bus magic behind 114 Gold & Platinum records. Ken will demo pro techniques, answer your burning questions on music production, mixing, recording and career moves, and even drop giveaways from Session Studio, Sound Radix and Bettermaker.
Want more? Grab the song-submission form for December’s show, dive into Bradley HD’s full iZotope plugin breakdown, or score deals on AllComp and GreenHAAS. Don’t forget to subscribe to Mixing Night Audio, follow on Instagram, and shop the merch to stay in the mix!
Watch on YouTube
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min )
When most people picture the Nativity, they imagine three kings on camels crossing the desert, guided by a shining star toward a manger. Yet the Bible never actually says there were three wise men—or that they were kings at all. What Scripture gives us in Matthew 2:1-12 is something far deeper: a mystery of faith, guidance, and worship that still transforms hearts today.
This isn’t just a Christmas story.
Before we dive deep, watch this life-changing reflection: Watch the Wise Men Story on YouTube
What Matthew 2 Really Says
“After Jesus was born in Bethlehem in Judea, during the time of King Herod, Magi from the east came to Jerusalem and asked, ‘Where is the one who has been born king of the Jews? We saw his star when it rose and have come to worship him.’” — Matthew 2:1-2 (NIV)
Matthew t…
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Predator: Badlands is tearing it up as the second PG-13 outing since 2004’s Alien vs. Predator, winning over both fans and critics while smashing franchise opening-weekend records. Shifting the Predator from villain to hero clearly paid off in this sequel/Alien crossover.
Want more juicy SPOILERS? Catch The Weekly Planet podcast every Monday on YouTube, Spotify, Apple Podcasts and wherever you get your pods—and swing by BigSandwich.co for early videos and bonus content.
Watch on YouTube
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OpenAI researchers are experimenting with a new approach to designing neural networks, with the aim of making AI models easier to understand, debug, and govern. Sparse models can provide enterprises with a better understanding of how these models make decisions.
Understanding how models choose to respond, a big selling point of reasoning models for enterprises, can provide a level of trust for organizations when they turn to AI models for insights.
The method called for OpenAI scientists and researchers to look at and evaluate models not by analyzing post-training performance, but by adding interpretability or understanding through sparse circuits.
OpenAI notes that much of the opacity of AI models stems from how most models are designed, so to gain a better understanding of model behavi…
BTC has tumbled nearly 9% this week, while ETH, SOL declined even further and XRP outperformed.
( 33
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U.S. authorities secured several criminal convictions and gathered another $15 million in proceeds from North Korean crypto heists, the Justice Department said.
( 33
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Analysts caution that the market remains vulnerable to further declines, with large token movements and macroeconomic factors contributing to uncertainty.
( 34
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ETH plunged below $3,100 on Friday as the crypto selloff accelerated with bitcoin losing the $100,000 level.
( 33
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Amid the continued panicky action in crypto, online chatter suggested Strategy was unloading some of its bitcoin stack, a rumor Executive Chairman Michael Saylor shot down Friday morning.
( 31
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Uniswap (UNI) was also among the underperformers, declining 5.5% from Thursday.
( 28
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Tsang has replaced Jonathan Bates, who led the former bitcoin mining firm from its early days through its pivot to an Ethereum treasury strategy.
( 31
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The shares slumped more than 13% in pre-market trading as the price of bitcoin tumbled.
( 31
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Your day-ahead look for Nov. 14, 2025
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A sharp liquidity crunch sent bitcoin and altcoins plunging, triggering over a billion dollars in derivatives liquidations as traders brace for a potential trend reversal.
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Ether strengthens against bitcoin, raising hopes of a bullish breakout.
( 31
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Investors have pulled out $2.64 billion over three weeks
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Tether becomes more dominance as BTC loses ground.
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Brutal selloff breaks psychological $2.30 floor, erasing recent gains as distribution overwhelms historic XRPC debut.
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China’s latest dataset showed economic activity cooling far more than expected, creating selling in Asian stocks in Friday trading hours.
( 32
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The XRPC ETF narrowly surpassed Bitwise’s Solana ETF in first-day trading volume.
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Major cryptocurrencies and gold and silver have been on diverging trends despite the pause in the dollar rally.
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Nearly a quarter of adults might own crypto, but ease of use and access remain limiting factors, the report, produced by CoinDesk and Protocol Theory said.
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If you’re a developer looking for a simple, fast, and self-hosted backend, PocketBase might be exactly what you need. It’s an open-source backend written in Go that lets you set up a complete backend with database, authentication, file storage, and ...
( 8
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Dr. David J. Malan teaches computer science at Harvard. Over the past decade, millions of people have taken his CS50 course both in person and online. He joins us to talk about: Why he still recommends learning the C programming language in 2026 Ho...
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min )
Several languages and frameworks depend on dependency injection—no pun intended. Go, Angular, NestJS, and Python's FastAPI all use it as a core pattern. If you've been working with FastAPI, you've likely encountered dependencies in action. Perhaps yo...
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. OpenAI’s new LLM exposes the secrets of how AI really works The news: ChatGPT maker OpenAI has built an experimental large language model that is far easier to understand than typical models. Why…
( 21
min )
Earlier this week, the UK’s science minister announced an ambitious plan: to phase out animal testing. Testing potential skin irritants on animals will be stopped by the end of next year, according to a strategy released on Tuesday. By 2027, researchers are “expected to end” tests of the strength of Botox on mice. And drug tests…
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min )
Adata officially announced that it has created the world’s first ultra-high-capacity CUDIMM DDR5 memory module, in cooperation with PC brand MSI. The new memory module uses a 4-rank architecture and can hold a whopping 128GB of memory on a single stick, and still maintain stable operability. Adata claims that its 4-Rank CUDIMM DDR5 memory was […]
The post Adata And MSI Launches “World’s First” 4-Rank CUDIMM DDR5 Memory appeared first on Lowyat.NET.
( 33
min )
Valve surprised us with the announcement of not one, but three new products in the form of the Steam Frame, Steam Machine, and its second generation Steam Controller. Naturally, the question of “But why no Steam Deck 2?” came up, and according to the company, it’s still waiting for better, more significant and powerful hardware […]
The post Valve Is Waiting For More Powerful Hardware Before It Makes The Steam Deck 2 appeared first on Lowyat.NET.
( 35
min )
The Ministry of Works (KKR) has officially announced that the MYJalan 1.0 road complaint application has been fully discontinued. This shutdown follows the official transition to MYJalan2.0, which is now live starting today on 14 November 2025. According to KKR, MYJalan2.0 introduces a refreshed interface and several smart, user-friendly upgrades designed to make reporting road […]
The post MYJalan2.0 Officially Launches With New Features, Improved Reporting Tools appeared first on Lowyat.NET.
( 34
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Smart Malaysia has launched the fully-electric #5, which comes in two variants: Premium and Brabus. The mid-size SUV was first previewed at the Malaysia Auto Show (MAS 2025) and comes with a starting price of RM199,800. Design-wise, the EV SUV adopts a boxy profile with clean lines around the body. It features an oblong-themed aesthetic, […]
The post Smart Malaysia Launches Fully-Electric #5 SUV; Starting Price RM199,800 appeared first on Lowyat.NET.
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Alongside the local debut of the X300 Series yesterday, vivo also announced that its Vision MR Headset will be available for demonstration in Malaysia. According to the brand, those interested can book their sessions from now until 28 February 2026, which will be offered through vivo Experience Stores in Pavilion Kuala Lumpur, Mid Valley Mega […]
The post vivo’s Vision MR Headset Now Available For Demonstration In Malaysia appeared first on Lowyat.NET.
( 34
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Forthing has made its debut in Malaysia at the ongoing Global Automotive and Technology Expo (GATE 2025) in Kuala Lumpur. The brand also previewed two of its models at the event, the Friday SUV and the Utour V9 – both of which will be launching in Malaysia in the near future. The Forthing Friday is […]
The post Forthing Makes Malaysian Debut At GATE 2025 With Friday SUV And V9 MPV appeared first on Lowyat.NET.
( 37
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If you’ve been keeping up with DJI in any capacity, then you should be aware that the company is not very good at keeping secrets. Take for example, the Osmo Action 6, the brand’s own action camera that has been the subject of multiple leaks in recent memory. Perhaps in light of that, DJI decided […]
The post DJI Launches Osmo Action 6 In China Ahead Of Global Release appeared first on Lowyat.NET.
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Earlier this year, Google declared that it will be blocking users from sideloading unverified Android apps. Following the initial announcement in August, the company has amended the developer verification requirement to allow some users to sideload unverified apps. More specifically, it is granting this privilege to what it calls “experienced users”. In a recent post […]
The post Google To Let “Experienced Users” Sideload Unverified Android Apps appeared first on Lowyat.NET.
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Agrobanks is currently investigating an internal system incident that occurred recently. Although the bank did not provide details about the incident, it reassured customers that the incident did not compromise any funds or personal data. In a statement on 13 November, Agrobank announced that it has implemented measures to enhance the security of its internal […]
The post Agrobank Assures Its Funds, Data, Services Are Unaffected By Internal System Incident appeared first on Lowyat.NET.
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The government will be forming a new online safety committee to act as the highest monitoring body on online safety issues. According to Minister in the Prime Minister’s Department (Law and Institutional Reform) Datuk Seri Azalina Othman Said, this committee will be established under Section 5 of the Online Safety Act 2024 (Act 866). As […]
The post Govt To Establish Online Safety Committee to Advise MCMC appeared first on Lowyat.NET.
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Genting Malaysia Berhad has announced that it will introduce charges for vehicles entering Jalan Genting Highlands. The company says the charging system, to be rolled out at a later date, is necessary to support the long-term upkeep and safety of the 24km stretch. According to a statement issued by Resorts World Genting, the road has […]
The post Genting Malaysia Plans To Introduce Charges For Jalan Genting Highlands Access appeared first on Lowyat.NET.
( 34
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Last month, Samsung showcased its first tri-fold smartphone at the 2025 K-Tech Showcase in South Korea. While the tech giant has yet to divulge details on the device, there has been no shortage of rumours. Recently, leakster Evan Blass has revealed some more information on the phone, including its name. Apparently, Samsung will be calling […]
The post Leakster “Confirms” Samsung Galaxy Z TriFold Name, Key Specs appeared first on Lowyat.NET.
( 34
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It’s probably safe to say that many smartphones out in the market, flagship or otherwise, are pretty samey. For the most part, they are distinguished only by their price and performance brackets. Obviously, a good way to help your product stand out from the rest is by having a speciality. But ironically, the vast majority […]
The post vivo X300 Pro Review: Audacious, Almost In A Good Way appeared first on Lowyat.NET.
( 45
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How AI Learns New Facts Without Forgetting the Old Ones
Ever wonder how a smart assistant can stay up‑to‑date with the latest news while still remembering everything it already knows? KORE is a new trick that lets huge AI models absorb fresh information without wiping out the old.
Read article comprehensive review in Paperium.net:
KORE: Enhancing Knowledge Injection for Large Multimodal Models viaKnowledge-Oriented Augmentations and Constraints
🤖 This analysis and review was primarily generated and structured by an AI . The content is provided for informational and quick-review purposes.
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‘Snake Eyes’ Rewatch with Bill, Sean & Van
Bill Simmons, Sean Fennessey, and Van Lathan dive back into Brian De Palma’s slick thriller Snake Eyes, unpacking Nic Cage’s undercover-cop charisma, Gary Sinise’s power-hungry political boss, and Carla Gugino’s unforgettable screen presence—all while sharing laughs and insider takes on this cult classic.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is brought to you by PayPal—score 5% cash back when you Pay in 4 all holiday long (offer expires 12/31). Don’t forget to subscribe to The Ringer and catch more film chats across their channels!
Watch on YouTube
( 6
min )
TL;DR
CinemaSins drops a “Everything Wrong With Thunderbolts* (The New Avengers) In 20 Minutes Or Less” video, poking fun at plot holes, nitpicks, and logic leaps—yet can’t help but admit the movie might actually be pretty awesome.
They also plug all their socials (YouTube channels, Twitter, Instagram, Discord, Reddit) and ask fans to fill out a poll or support them on Patreon.
Watch on YouTube
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Intro
Over the last few days I’ve been quietly assembling something I’ve wanted for a long time:
A Google-native AI layer where prompts, runs, devlogs, and analytics all live in one shared brain — powered by my MindsEye framework — but implemented as small, focused GitHub repos.
I don’t have:
Google Cloud budget
Gemini API credits
Or a giant infra stack
So I did the next best thing:
Designed everything using Google Workspace surfaces (Sheets, Docs, Gmail, Forms, etc.)
Structured the code so it’s cloud-ready the moment I get funding/credits
Kept everything open in six connected repos.
This post is the overview: what each repo does, how they connect, and where MindsEye fits in the middle.
The Six Repos (Quick Map)
Here are the six public repos that make up the system:
Workspace automation l…
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The line between traditional finance and crypto continues to blur.
What makes them different isn’t just diversification.
But what’s happening in parallel might be even more interesting: crypto usability is scaling up.
Together, institutional products like TTOP and TXBC, combined with real-world tools like crypto cards, are forming a hybrid economy — one where on-chain value moves as freely as fiat.
It’s not just about diversification anymore; it’s about integration.
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Tried some of the data cleaning methods and practiced numpy and pandas will update you soon..
Actually I know I did bare minimum I could do today because of you know my procrastination but I promise I will make up the today's thing the next day
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Many developers and product teams are now trying to understand how Duolingo creates such expressive, real-time animated characters using Rive — and how they can achieve the same results in their own apps.
After working extensively on Rive-based character animation systems, including building full Duolingo-style assistants, I’m sharing a complete breakdown of how Duolingo’s pipeline works, why Rive is the perfect tool, and how you can build a similar mascot for your product.
**
**
Developers
Founders
EdTech teams
AI product designers
Mobile app creators
Anyone researching “Duolingo Rive lip-sync animation”
And yes — if you want your own Duolingo-level Rive character, you can contact me at the end.
*🟢 Why Duolingo Needed a Scalable Animation System
Duolingo teaches:
40+ languages
100+ cou…
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Our Story & Why
We are a small team of Internet enthusiasts who have witnessed tons of websites we loved shutting down over the years. So we've been seeking a way to support them with income and exposure.
copus.network
You can share (curate) any URI (URL) through the copus.network website or the browser extension. Websites you collect will be automatically shared on Copus' homepage where others can visit and collect. It's basically social bookmarking, like a Pinterest for websites.
You can set a USDC price for visiting a link you shared (pay-to-unlock). The payment is powered by the x402 protocol.
Half of the USDC income will go to the author of the original content, claimable after they opt their site into x402 or register a Copus account.
Your collections (bookmarks) are automati…
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Summary
Everything Wrong With Thunderbolts* (The New Avengers) In 20 Minutes Or Less is Cinemasins’ signature roast of Marvel’s newest team-up flick, tallying every plot hole, nitpick and cringe-worthy moment—while still admitting the movie’s kinda fun.
Alongside the sins video, they’re plugging their main site (cinemasins.com), spin-off channels (@TVSins, @CommercialSins, Cinemasins Podcast Network), a sinful poll, Patreon support and community hangouts on Discord and Reddit—plus shoutouts to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel and their Twitter, Instagram and TikTok feeds.
Watch on YouTube
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Today we are discuss about the above topic. When the user give the input and showing the button to click, and initially when the user not given output the button has disabled.
First we are creating the h1 element for just storing the title(display button after click),and we use the input to get the input from the user and finally we use the button tag and it is used to clickable action.
program:
Document
display button after click
show
function click1() {
const input = document.getElementById("input")
const display = document.getElementById("btn")
if (input.value.length > 0) {
display.disabled = false
}
else {
display.disabled = true
}
}
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The 25 Best Movies of the Century: No. 5 – Lady Bird
Sean Fennessey and Amanda Dobbins round out their top-25 list by slotting Greta Gerwig’s Lady Bird at No. 5. They dive into why it’s the ultimate millennial coming-of-age film, thanks to its raw, messy-but-tender mother-daughter dynamic.
Along the way, they explain why Lady Bird beats out other Gerwig favorites like Little Women and Frances Ha, nailing that sweet spot of nostalgia, humor and emotional truth.
Watch on YouTube
( 6
min )
When troubleshooting NAT traffic, many administrators face a confusing scenario — tcpdump doesn’t capture outgoing SNAT (POSTROUTING) packets.
why that happens, visualizes the packet flow, and shows how to capture post-SNAT packets correctly.
tcpdump captures packets before NAT (SNAT) occurs.
before the POSTROUTING chain.
In other words, tcpdump uses packet capture hooks from the kernel’s AF_PACKET socket layer.
as they enter or leave a network interface, but not after all iptables nat table processing — especially not after SNAT.
Simplified Packet Flow:
Incoming packets
↓
[PREROUTING] (DNAT) ← tcpdump sees here
↓
Routing / local process
↓
[POSTROUTING] (SNAT) ← tcpdump does NOT see here
↓
Network device
SNAT takes place in the POSTROUTING chain, which modifies pac…
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When it comes to ForgeRock IDM, a well-optimized MySQL repository is crucial for seamless authentication and authorization. However, without proper configuration, your system may experience slow query performance, increased storage usage, and even crashes. To avoid these issues, it's essential to implement the right performance tuning and configuration strategies. At IAMDevBox.com, we've put together a comprehensive guide to help you optimize your ForgeRock IDM MySQL repository. In this article, we'll cover the top best practices for query optimization, storage management, and more.
Read more: Optimize Your ForgeRock IDM MySQL Repository with these Performance Tuning Best Practices
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OWASP Cornucopia 3.0 - A call for card game designers!
Johan Sydseter for OWASP® Foundation ・ Nov 13
#gamedev
#security
#design
#webdev
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https://youtu.be/_HuOi1NoTmk
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Access link: https://sripadh.netlify.app
Frontend: React Js ⚛️
Google Sign-In with Supabase Auth
Add, edit, delete todos (CRUD)
User-specific todo lists (secure and scoped)
Mobile-responsive UI with clean CSS
Protected routes without React hooks
Keeping the code minimal and explicit — no magic, just clear logic
Handling auth and route protection without hooks or async/await
Making sure the app works well on mobile devices
Deploying securely with hidden API keys and source code protection
Try it out: https://sripadh.netlify.app
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Hey everyone!
TripWise helps you pack smarter and stress-free before your trips.
It’s been a great learning experience building this app from scratch using SwiftUI — especially as my first step into iOS development.
https://apps.apple.com/tr/app/tripwise-luggage-planner/id6752217451?l=tr
If you have feedback, feature ideas, or just want to support — I’d love to hear from you!
Thanks for reading, and happy packing!
( 6
min )
Everything Wrong With Thunderbolts* (The New Avengers) In 20 Minutes Or Less
CinemaSins slaps together a rapid-fire takedown of Thunderbolts, dishing out every on-screen “sin” while cheekily wondering if the movie might actually be a blast.
Want more? Swing by their website or Linktree for extra channels (@TVSins, @CommercialSins, @CinemaSinsPodcastNetwork), fill out their sinful poll, back them on Patreon, and join the CinemaSins crew—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—on Discord, Reddit, Instagram or TikTok for all the movie nitpicking you can handle.
Watch on YouTube
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We are welcoming you to our weekly digest! Here, we discuss the latest trends and advancements in account abstraction, chain abstraction and everything related, as well as bring some insights from Etherspot’s kitchen.
The latest news we'll cover:
Ethereum Foundation Announces “Fusaka” Mainnet Upgrade for December 3
Linea Links Tokenomics to Ethereum’s Supply via Exponent Upgrade
Etherspot’s EIP-7702 Workshop at Devconnect’s AA Hub
Smart Wallets & Account Abstraction Fuel a UX Revolution in DeFi
Please fasten your belts!
The Ethereum Foundation has revealed that the “Fusaka” upgrade will activate at slot 13,164,544, scheduled for 21:49:11 UTC on December 3, 2025. This milestone represents a major step in Ethereum’s roadmap to increase data-availability capacity and improve rollup scalabilit…
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Hey everyone 👋
I’ve been working on a Next.js + Material UI dashboard template designed to help developers build modern admin panels faster.
It’s built with:
Next.js (App Router)
Material UI + custom theme (light/dark mode)
TypeScript + modular folder structure
Atomic design pattern
💻 Live demo (no login): dashwave.cc
I’d love feedback on the layout, and UX — thanks in advance! 🙌
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#1 Frontend Code Quality: Making Your Code Shine with TypeScript, ESLint, Prettier, and Strict Mode
Ever looked at your frontend code a week after writing it and thought, "What on earth was I thinking?" We've all been there! Writing code that works is one thing, but writing code that's clean, maintainable, and easy to understand is a whole different ballgame. Good news: tools like TypeScript, ESLint, Prettier, and Strict Mode can help you get there.
Think of your codebase as a house. If it's built haphazardly with no planning, it might stand for a little while, but eventually, things will start to crumble. Similarly, messy code leads to:
Bugs: Harder to spot and fix errors lurking in poorly structured code.
Maintenance Nightmares: Spending hours deciphering what someone (maybe even …
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A post by BACK LINK1
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If you’ve followed Bitcoin for a while, you know how loud the conversation can get. Every day it’s about the price; how it’s shooting up, crashing down, or “finally stabilizing.” But here’s the thing, once you use Bitcoin, the price starts to fade into the background. Because the real value isn’t in dollars or charts. What is important is how it makes you feel.
https://akashapay.com/ .
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‘Snake Eyes’ With Bill Simmons, Sean Fennessey, and Van Lathan
The Ringer’s Bill Simmons, Sean Fennessey, and Van Lathan dive back into Brian De Palma’s noir‐tinged thriller Snake Eyes, starring Nicolas Cage, Gary Sinise, and Carla Gugino—and emerge proudly declaring themselves “kings of the sewer.” Producers Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo keep the conversation rolling with insider takes on De Palma’s style, the film’s twists, and its legacy.
This episode is brought to you by PayPal. Make the most of your money all holiday long with 5% cash back when you Pay in 4—offer valid through 12/31. Subscribe to The Ringer channels on YouTube, follow on social media, and never miss another deep dive.
Watch on YouTube
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TL;DR: LogX is a free Spring Boot starter that adds automatic requestId tracing, structured error handling, and clean log correlation so you can debug APIs faster.
If you’ve ever opened your logs and felt overwhelmed by chaotic, mixed-up log lines, you’re not alone.
Spring Boot LogX solves log traceability problems by assigning a unique requestId to every incoming API call and injecting it into your logs, responses, and error payloads.
This boilerplate is ideal for beginners, backend engineers, small teams, and anyone building new Spring Boot services who wants better observability without writing the plumbing from scratch.
Saves time: Includes a ready-to-use logging setup so you don’t write filters, handlers, and MDC code manually.
Production-ready: Daily rolling file logs, consistent …
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🚀 𝐒𝐚𝐟𝐞𝐃𝐞𝐯 𝐓𝐚𝐥𝐤: 𝐎𝐩𝐞𝐧 𝐒𝐨𝐮𝐫𝐜𝐞, 𝐀𝐈 & 𝐓𝐡𝐞 𝐍𝐞𝐰 𝐀𝐭𝐭𝐚𝐜𝐤 𝐒𝐮𝐫𝐟𝐚𝐜𝐞: 𝐖𝐞𝐚𝐩𝐨𝐧𝐢𝐳𝐞𝐝 𝐂𝐨𝐝𝐞, 𝐒𝐦𝐚𝐫𝐭𝐞𝐫 𝐃𝐞𝐟𝐞𝐧𝐬𝐞𝐬
Xygeni for a live discussion on how to stay resilient in this new landscape.
🗓 When: 𝐍𝐨𝐯𝐞𝐦𝐛𝐞𝐫 𝟐𝟔𝐭𝐡
Roman Zhukov: Security & Privacy Leader, Red Hat
Leon Johnson: Offensive Security & Privacy Lead, TikTok
Luis Rodríguez Berzosa: CTO, Xygeni
If you’re building or securing software, this one’s for you.
Register here and join the conversation.
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‘Snake Eyes’ With Bill Simmons, Sean Fennessey, and Van Lathan
Bill Simmons, Sean Fennessey, and Van Lathan dive into Brian De Palma’s 1998 thriller Snake Eyes—talking Nic Cage’s over-the-top lead, Gary Sinise’s sneaky twists, Carla Gugino’s cool factor, and why they crown themselves “kings of the sewer” after this rewatch.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is sponsored by PayPal (snag 5% cash back when you Pay in 4 through 12/31). Don’t forget to subscribe to The Ringer’s YouTube channels and follow on social for more movie madness.
Watch on YouTube
( 6
min )
The 25 Best Movies of the Century, No. 5: Lady Bird
Sean and Amanda pick up their year-long countdown with Greta Gerwig’s Lady Bird, celebrating it as the ultimate millennial coming-of-age film. They dive into its messy, heartfelt mother-daughter drama and explain why this indie darling deserves the No. 5 spot.
Along the way, they debate why Lady Bird outshines other Gerwig favorites—Little Women and Frances Ha—and cement its place as one of the century’s most defining stories of growing up.
Watch on YouTube
( 6
min )
Everything Wrong With Thunderbolts* (The New Avengers) In 20 Minutes Or Less
CinemaSins rips into Thunderbolts* with their signature “Everything Wrong With” shtick, tallying up all the sins in under 20 minutes—yet even as they dunk on plot holes and cringe moments, they cheekily admit the movie might actually be fun to watch.
Want more CinemaSins? Hit up their website and Linktree for all channels (@TVSins, @commercialsins, @cinemasinspodcastnetwork), toss them your opinions in a quick poll, or support the crew on Patreon. Don’t forget to join the Discord and Reddit communities, follow the writers on Twitter/Instagram, and catch the latest on TikTok.
Watch on YouTube
( 6
min )
A New High? – Predator: Badlands Review
Predator: Badlands flips the script by starring the Predator as the reluctant hero in a PG-13 sequel/Alien crossover that’s won over fans and critics—and shattered franchise opening-weekend box office records.
Dive into our spoiler-filled take on The Weekly Planet podcast every Monday (YouTube, Spotify, Apple Podcasts, etc.), and don’t miss early vids and bonus episodes at BigSandwich.co.
Watch on YouTube
( 6
min )
Question: The hurdle in Agent Economics
Agents are widely recognized as the next step in the AI industry. They accomplish complex tasks through multiple rounds of reasoning, tool invocation, and self-correction. However, the real obstacle for the large-scale implementation of Agents is not technical capabilities, but "Agent Economics": The frequent and continuous API calls made by Agents, in the face of high inference costs, have led many commercial projects to be budgeted out before they even start.
The release of MiniMax M2 is precisely aimed at addressing this "cost issue". It ranks among the top five globally in the authoritative list of performance, but its hybrid architecture fundamentally changes the cost structure of computing.
indicating how intelligent and capable it is, with…
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Summary
In the fifth installment of their 25 Best Movies of the Century series, Sean Fennessey and Amanda Dobbins shine a light on Greta Gerwig’s Lady Bird. They call it the ultimate millennial coming-of-age tale, praising its raw, hilarious, and complicated mother-daughter dynamic.
They also dig into the tough choice to crown Lady Bird over Gerwig’s other fan favorites—Frances Ha and Little Women—convincing us why Christine “Lady Bird” McPherson belongs at the top.
Watch on YouTube
( 6
min )
TL;DR
CinemaSins just dropped a 20-minute sinfest for Thunderbolts (The New Avengers), calling out every plot hole and quirk—while admitting it might secretly be “kinda great.”
Along the way they hype their website and socials (YouTube, Twitter, TikTok, Discord, Reddit), invite you to fill out their poll and support them on Patreon, and even give shout-outs to their writing squad.
Watch on YouTube
( 6
min )
🚀 Introdução
Como criar um agente capaz de pensar, agir e se conectar com o mundo real usando apenas Python e LLMs? Essa é exatamente a proposta do LangChain, um dos frameworks mais poderosos e flexíveis para quem quer sair do “prompt isolado” e construir aplicações inteligentes de verdade.
Neste artigo, você vai entender, de forma prática e progressiva, os conceitos fundamentais e avançados do LangChain: templates, chains, caching, router chains, tools e agentes ReAct.
Tudo o que você precisa para começar a desenvolver suas próprias soluções de IA Generativa.
LangChain é um framework open-source que ajuda desenvolvedores a construir aplicações com LLMs de forma modular, escalável e produtiva.
Ele fornece uma estrutura padronizada para lidar com:
Prompt engineering e templates
Encadeame…
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Hey there, fellow developers! Have you ever poured your heart into a pull request, confident in your clean, tested, and functional code, only for an automated reviewer to shut it down? It's a uniquely frustrating experience, isn't it? Especially when the feedback feels... off.
Imagine this: you've just submitted your latest work. All checks pass, tests are green, and the logic is sound, perfectly tailored to your project's unique business context. Then, a bot's comment pops up:
"This method appears inefficient. Refactoring is advised."
You stare at the screen, bewildered. Inefficiency? You know your approach is optimal for this specific scenario. It's a deliberate, well-considered compromise. A nagging question starts to form in your mind: What if the AI isn't as impartial as we believe?
O…
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When people think of artificial intelligence, they imagine complex models, data centers, and cloud servers. What most don’t realize is that the real engine behind this AI revolution started in a place few expected: inside the humble gaming PC. The ...
( 7
min )
Picture this: you’re sitting in a café with your laptop open, phone on the table, smartwatch buzzing every few minutes, and Bluetooth earbuds playing music. From your perspective, life is peaceful. From your phone’s perspective, it’s juggling a ridic...
( 14
min )
If your phone were a person, it would probably be that overachieving friend who cannot sit still. The kind who insists they are relaxing while secretly running errands, replying to messages, and checking the weather at the same time. Inside your Andr...
( 15
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Large language models are powerful, but they can also be unpredictable. They might generate long explanations when you expect a short summary, skip fields in a JSON output, or change the format completely from one request to another. When you’re buil...
( 7
min )
JSON, or JavaScript Object Notation, was popularized by Douglas Crockford in early 2000. Since then, there’s been no looking back. JSON has become the standardized data exchange format between client and server technologies. JSON was built for humans...
( 8
min )
If you’ve ever opened the Android Bluetooth source code, you might know this feeling. You go in with the calm confidence of a developer who just wants to understand how things work. You open BluetoothAdapter.java and think, “Ah, this looks clean.” Th...
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You may have built a Retrieval-Augmented Generation (RAG) pipeline to connect a vector store to a powerful LLM. And RAG pipelines are incredibly effective at grounding models in factual, up-to-date knowledge. But if you've worked with them long enoug...
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n8n is an open-source workflow automation platform that lets you connect different apps, APIs, and services to easily automate tasks without needing to implement extensive code. We just posted a course on the freeCodeCamp.org YouTube channel that is ...
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The token fell through key support despite elevated trading volume and continued institutional inflows into spot ETFs.
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Alongside bitcoin's tumble back to $98,000, MSTR is lower by another 6.6% on Thursday, bringing its year-to-date decline to 30%.
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A fresh wave of pessimism is sweeping across crypto markets, but the mood shift may be doing more good than harm.
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Technical breakdown occurred despite positive institutional developments as volume surged during selloff
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XLM retreated to $0.281 as selling pressure intensified during afternoon trading, with volume surging amid failed resistance test.
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Crypto’s U.S. trading-hour weakness continues as hopes for new 2025 BTC high fade, market strategist said.
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Hedera's native token retreats from $0.1817 to $0.1754 despite institutional accumulation.
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Internet Computer trades within a narrow range after an early-volume breakout attempt stalled, keeping the token pinned between key support at $6.05 and $6.66.
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The Solana-centric company is joining a growing list of crypto treasury companies opting to buy back shares as investor appetite for DATs vane.
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The new proposal, which 59.38% of the community approved, charts a course to raise the buy-back allocation up from 25% of net protocol fees.
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The managers of the Georgia university's endowment are showing an inclination towards hard assets, opening a sizable position in a gold ETF as well.
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BONK dropped 3.9% to $0.00001223 as volume nearly doubled amid a breakdown through key support levels.
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Evaluating crypto treasury companies: Are they hype or real value? Learn the key risks—premium, leverage, and regulation—advisors must consider for clients.
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Dromos Labs announced a major overhaul of its decentralized exchange infrastructure with the launch of Aero, a unified trading system that will merge its existing platforms across its networks.
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The token is now rangebound, attempting to stabilize around $950, but analysts see a head-and-shoulders pattern forming, potentially indicating downside ahead.
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The bank aims to provide a key piece of infrastructure for stablecoin issuers to back the value of their tokens, similarly to BlackRock's Circle Reserve Fund for USDC.
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Self raised $9 million to expand its zero-knowledge identity platform and introduced a rewards program aimed at driving on-chain verification adoption.
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The Monetary Authority of Singapore sees a wholesale CBDC as an anchor for a system in which private settlement assets are used for different market needs.
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XRP is the latest token to be wrapped in a spot exchange-traded fund after the introduction of bitcoin and ether funds 2024 and solana just weeks ago.
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XRP is the latest token to be wrapped in a spot exchange-traded fund after the introduction of bitcoin and ether funds 2024 and solana just weeks ago.
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Uniswap (UNI) was also among the top performers, up 4.1% from Wednesday.
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The crypto asset manager submitted an S-1 to the SEC for a proposed stock offering as industry players accelerate moves into U.S. public markets.
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The move comes as RISE’s acquired BSX Labs, a perp DEX on layer-2 Base, whose technology will underpin RISE’s new global markets offering.
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The USDC issuer's new stablecoin foreign exchange engine aims to modernize cross-border payments, reduce risk and streamline settlement.
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TKO inks multi-year pact with Polymarket, bringing real-time sentiment tracking to UFC and Zuffa Boxing broadcasts.
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The bank said it created a $1 million "test portfolio" of digital assets, mostly made up of bitcoin.
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Your day-ahead look for Nov. 13, 2025
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Bitcoin and ether steadied on Thursday while altcoins faced sharper pullbacks, with AERO, STRK and FET leading declines as market sentiment remained firmly in “fear” territory.
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Cathie Wood's investment firm added a total 353,328 CRCL shares across three of its ETFs: Innovation (ARKK), Next Generation Internet (ARKW) and Fintech Innovation (ARKF).
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Large traders are employing divergent options strategies in a directionless market.
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The token is described in Canary’s filing as both a memecoin and a “cultural statement.”
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Hyperliquid reportedly took a bad debt of $4.9 million due to alleged POPCAT manipulation.
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The operator is exploring stricter enforcement of listing rules and audits to protect investors.
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Token rallies through key resistance with 31% volume surge as Nasdaq certifies first U.S. spot XRP ETF
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The sharp move unfolded within a $0.0121 range as price action confirmed a textbook lower-high, lower-low formation.
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Mere hours after OpenAI updated its flagship foundation model GPT-5 to GPT-5.1, promising reduced token usage overall and a more pleasant personality with more preset options, Chinese search giant Baidu unveiled its next-generation foundation model, ERNIE 5.0, alongside a suite of AI product upgrades and strategic international expansions.
The goal: to position as a global contender in the increasingly competitive enterprise AI market.
Announced at the company's Baidu World 2025 event, ERNIE 5.0 is a proprietary, natively omni-modal model designed to jointly process and generate content across text, images, audio, and video.
Unlike Baidu’s recently released ERNIE-4.5-VL-28B-A3B-Thinking, which is open source under an enterprise-friendly and permissive Apache 2.0 license, ERNIE 5.0 is a pr…
LinkedIn is launching its new AI-powered people search this week, after what seems like a very long wait for what should have been a natural offering for generative AI.
It comes a full three years after the launch of ChatGPT and six months after LinkedIn launched its AI job search offering. For technical leaders, this timeline illustrates a key enterprise lesson: Deploying generative AI in real enterprise settings is challenging, especially at a scale of 1.3 billion users. It’s a slow, brutal process of pragmatic optimization.
The following account is based on several exclusive interviews with the LinkedIn product and engineering team behind the launch.
First, here’s how the product works: A user can now type a natural language query like, "Who is knowledgeable about curing cancer?" into L…
Alembic Technologies has raised $145 million in Series B and growth funding at a valuation 13 times higher than its previous round, betting that the next competitive advantage in artificial intelligence will come not from better language models but from proprietary data and causal reasoning.
The San Francisco-based startup, which builds AI systems that identify cause-and-effect relationships rather than mere correlations, is using a significant portion of the capital to deploy what it claims is one of the fastest privately owned supercomputers ever built — an Nvidia NVL72 superPOD that will power its enterprise-grade causal AI models.
The investment, led by Prysm Capital and Accenture with participation from Silver Lake Waterman, Liquid 2 Ventures, NextEquity, Friends & Family Capital and …
ChatGPT maker OpenAI has built an experimental large language model that is far easier to understand than typical models. That’s a big deal, because today’s LLMs are black boxes: Nobody fully understands how they do what they do. Building a model that is more transparent sheds light on how LLMs work in general, helping researchers…
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Google DeepMind has built a new video-game-playing agent called SIMA 2 that can navigate and solve problems in a wide range of 3D virtual worlds. The company claims it’s a big step toward more general-purpose agents and better real-world robots. Google DeepMind first demoed SIMA (which stands for “scalable instructable multiworld agent”) last year. But…
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Last week, we hosted EmTech MIT, MIT Technology Review’s annual flagship conference in Cambridge, Massachusetts. Over the course of three days of main-stage sessions, I learned about innovations in AI, biotech, and robotics. But as you might imagine, some of this climate reporter’s favorite moments came in the climate sessions. I was listening especially closely…
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Guerrilla Games (Guerrilla) announced the latest title in its Horizon IP, Horizon Steel Frontiers. Unlike the previous instalments, the game is a cross-platform Massive Multiplayer Online RPG (MMORPG). The studio collaborated with NCSoft, the South Korean developer and studio behind two other MMORPGs, Lineage and Guild Wars. “We’ve loved collaborating with NCSOFT and are beyond […]
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LRT commuters be advised. Rapid KL has announced that it will be upgrading the signalling system of the Kelana Jaya LRT Line on selected dates. As a result, the line will be experiencing some downtime. As per the official Rapid KL Facebook post, the downtime will only take place on 15 and 16 November from […]
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vivo has officially launched its vivo X300 flagship series in Malaysia, which consists of a standard model and a Pro variant. Today’s event fully unveils the specifications for both models, along with their respective local pricing. On the things they have in common, both the X300 and X300 Pro run Android 16 via vivo’s new […]
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Mastercard is aiming for password-free and number-free checkouts across the Asia Pacific (APAC) by the year 2030. To that end, the payment service provider is rallying banks, merchants, digital wallets, and technology partners to fully embrace tokenised payments via biometric authentication. “The vision is simple: no passwords, no manual card entry, no friction,” Sandeep Malhotra, […]
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As Malaysia continues to advance its AI ambitions, the Home Ministry (KDN) will implement four key resolutions on the technology to enhance the country’s national security ecosystem. Minister Datuk Seri Saifuddin Nasution Ismail stated that these resolutions were reached at the AI Transformation for Security Symposium 2025. The minister went on to explain that artificial […]
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Recently, at the ongoing Global Automotive and Technology Expo (GATE) 2025, national automaker Perodua unveiled its very own EV home charger. This is a key aspect of its EV ecosystem that is being built around its fully electric model (EV) that is set to debut this month. The home charger will be fully integrated with […]
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Samsung has officially launched the Movingstyle LSM7F, a portable 27-inch touchscreen display with a three-hour battery life. There’s a big emphasis on the portability aspect of the device, as users can easily move it around on a rollable stand or carry it like a giant briefcase. Specs-wise, the display sports a 27-inch LED panel with […]
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Apple is rolling out its latest developer beta for macOS 26.2. This update introduces a new feature called Edge Light, which serves to improve the user experience during video calls. Essentially, it allows the display to function as a ring light. For the most part, the new feature is pretty straightforward. The Edge Light creates […]
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